Triple

T6554460
Position Surface form Disambiguated ID Type / Status
Subject Castres E152409 entity
Predicate hasCompany P1287 FINISHED
Object Laboratoires Pierre Fabre
Laboratoires Pierre Fabre is a French pharmaceutical and dermo-cosmetics company known for brands like Avène and Klorane and for integrating research, production, and distribution of health and beauty products.
E604683 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Laboratoires Pierre Fabre | Statement: [Castres, hasCompany, Laboratoires Pierre Fabre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laboratoires Pierre Fabre
Context triple: [Castres, hasCompany, Laboratoires Pierre Fabre]
  • A. La Roche-Posay
    La Roche-Posay is a French dermatological skincare brand known for its sensitive-skin-friendly formulas developed with thermal spring water and widely recommended by dermatologists.
  • B. Biotherm
    Biotherm is a French skincare brand known for its use of aquatic ingredients and scientifically driven formulas for face and body care.
  • C. Arthus-Bertrand
    Arthus-Bertrand is the hyphenated French family name of photographer and environmentalist Yann Arthus-Bertrand, known for his aerial imagery and ecological advocacy.
  • D. Guerlain
    Guerlain is a historic French luxury perfume, cosmetics, and skincare house renowned for its iconic fragrances and high-end beauty products.
  • E. Herve
    Herve is a municipality in the province of Liège in Wallonia, eastern Belgium, known for its rural landscape and traditional Herve cheese.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Laboratoires Pierre Fabre
Triple: [Castres, hasCompany, Laboratoires Pierre Fabre]
Generated description
Laboratoires Pierre Fabre is a French pharmaceutical and dermo-cosmetics company known for brands like Avène and Klorane and for integrating research, production, and distribution of health and beauty products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laboratoires Pierre Fabre
Target entity description: Laboratoires Pierre Fabre is a French pharmaceutical and dermo-cosmetics company known for brands like Avène and Klorane and for integrating research, production, and distribution of health and beauty products.
  • A. La Roche-Posay
    La Roche-Posay is a French dermatological skincare brand known for its sensitive-skin-friendly formulas developed with thermal spring water and widely recommended by dermatologists.
  • B. Biotherm
    Biotherm is a French skincare brand known for its use of aquatic ingredients and scientifically driven formulas for face and body care.
  • C. Arthus-Bertrand
    Arthus-Bertrand is the hyphenated French family name of photographer and environmentalist Yann Arthus-Bertrand, known for his aerial imagery and ecological advocacy.
  • D. Guerlain
    Guerlain is a historic French luxury perfume, cosmetics, and skincare house renowned for its iconic fragrances and high-end beauty products.
  • E. Herve
    Herve is a municipality in the province of Liège in Wallonia, eastern Belgium, known for its rural landscape and traditional Herve cheese.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae1c07cc819089c297edad943a57 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55707d081908104f08e1d59d603 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d67574cc8190acf20c1a598c32ee completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d84076d48190ada0903af49613de completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:51 p.m.