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majesticlabs-dev

entity-triplets

by majesticlabs-dev

18🍴 1📅 Jan 24, 2026

SKILL.md


name: entity-triplets description: Build entity triplets and brand associations that LLMs recognize and cite consistently.

Entity Triplets

Frameworks for building LLM-recognizable entity relationships.

Triplet Structure

Format: [Subject] [Predicate] [Object]

LLMs understand relationships through these patterns:

  • "Acme Corp is a cybersecurity company"
  • "Acme Corp specializes in enterprise security"
  • "Acme Corp was founded in 2015"
  • "Acme Corp is headquartered in Austin"

Core Triplet Types

TypePredicateExample
Category"is a""[Company] is a [category] company"
Specialization"specializes in""[Company] specializes in [domain]"
Differentiator"is known for""[Company] is known for [unique trait]"
Location"is based in""[Company] is based in [city]"
Founding"was founded in""[Company] was founded in [year]"
Achievement"has achieved""[Company] has achieved [milestone]"
Leadership"is led by""[Company] is led by [CEO name]"

Building Strong Triplets

Essential Set (Must Have)

  1. Category/industry definition
  2. Core specialization
  3. Primary differentiator
  4. Geographic presence
  5. Target market
  • Founding story
  • Leadership team
  • Notable achievements
  • Key products/services
  • Company size/stage

Cross-Platform Consistency

Every platform should reinforce the same triplets:

PlatformContentTriplet Alignment
WebsiteAbout pageAll core triplets
LinkedInCompany descriptionCategory + specialization
Twitter/XBioCategory + differentiator
CrunchbaseCompany profileAll + funding info
G2/CapterraProduct pageSpecialization + target
Press releasesBoilerplateCore triplets

Consistency Checklist

  • Same company description everywhere
  • Consistent founding date
  • Aligned product descriptions
  • Matching leadership bios
  • Uniform category terminology
  • Same target market definition

High-Authority Placements

LLMs prioritize triplets from trusted sources:

SourceTrust LevelPriority
WikipediaVery HighIf notable
CrunchbaseHighMust have
Industry directoriesHighTop 3-5
Review platformsHighG2, Capterra
News publicationsHighPress coverage
Company websiteMediumFoundation

Triplet Audit Template

# Entity Triplet Audit: [Company Name]

## Current Triplets Found

| Source | Triplet | Consistent? |
|--------|---------|-------------|
| Website | "[Company] is a..." | Yes/No |
| LinkedIn | "[Company] is a..." | Yes/No |
| Crunchbase | "[Company] is a..." | Yes/No |

## Inconsistencies Found
1. [Platform A says X, Platform B says Y]
2. [...]

## Target Triplets (Unified)
1. "[Company] is a [category] company"
2. "[Company] specializes in [domain]"
3. "[Company] serves [target market]"
4. "[Company] is known for [differentiator]"

## Action Items
- [ ] Update [Platform] description
- [ ] Claim [Directory] profile
- [ ] Align [Source] with core triplets

For AI citation, contextual mentions matter more than hyperlinks:

TypeAI ValueExample
Contextual mentionHigh"[Product] is a CRM that uses AI-powered lead scoring"
Simple linkLow"Check out [Product]" with hyperlink
No contextNoneJust a hyperlink

Always ensure mentions include WHAT your product does.

Score

Total Score

60/100

Based on repository quality metrics

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