Triple

T15553858
Position Surface form Disambiguated ID Type / Status
Subject Hailey Bieber E370817 entity
Predicate hasModeledFor P17880 FINISHED
Object L'Oréal Professionnel color campaigns
L'Oréal Professionnel color campaigns are global advertising and promotional initiatives by L'Oréal's professional salon brand that showcase its hair color products and trends through high-profile models and stylists.
E1163899 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: L'Oréal Professionnel color campaigns | Statement: [Hailey Bieber, hasModeledFor, L'Oréal Professionnel color campaigns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: L'Oréal Professionnel color campaigns
Context triple: [Hailey Bieber, hasModeledFor, L'Oréal Professionnel color campaigns]
  • A. Clairol
    Clairol is a long-established American personal care brand best known for its at-home hair color and hair care products.
  • B. Biolage
    Biolage is a professional haircare brand known for salon-quality products that emphasize botanical ingredients and sustainable practices.
  • C. Garnier Fructis
    Garnier Fructis is a popular hair care brand known for its fruit-based formulas and wide range of shampoos, conditioners, and styling products.
  • D. Revlon
    Revlon is a major American cosmetics, skincare, fragrance, and personal care company known for its mass-market beauty products and global brand presence.
  • E. Rimmel
    Rimmel is a British cosmetics brand best known for its affordable makeup products and the slogan "Get the London Look."
  • 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: L'Oréal Professionnel color campaigns
Triple: [Hailey Bieber, hasModeledFor, L'Oréal Professionnel color campaigns]
Generated description
L'Oréal Professionnel color campaigns are global advertising and promotional initiatives by L'Oréal's professional salon brand that showcase its hair color products and trends through high-profile models and stylists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: L'Oréal Professionnel color campaigns
Target entity description: L'Oréal Professionnel color campaigns are global advertising and promotional initiatives by L'Oréal's professional salon brand that showcase its hair color products and trends through high-profile models and stylists.
  • A. Clairol
    Clairol is a long-established American personal care brand best known for its at-home hair color and hair care products.
  • B. Biolage
    Biolage is a professional haircare brand known for salon-quality products that emphasize botanical ingredients and sustainable practices.
  • C. Garnier Fructis
    Garnier Fructis is a popular hair care brand known for its fruit-based formulas and wide range of shampoos, conditioners, and styling products.
  • D. Revlon
    Revlon is a major American cosmetics, skincare, fragrance, and personal care company known for its mass-market beauty products and global brand presence.
  • E. Rimmel
    Rimmel is a British cosmetics brand best known for its affordable makeup products and the slogan "Get the London Look."
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a96c0c88190808f68601a36b506 completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456209288190aba6debd434af741 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff471cb68c8190924e894b190f15f4 completed May 9, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69ff47aeddac8190a87024019ecb1396 completed May 9, 2026, 2:41 p.m.
Created at: April 10, 2026, 4:09 a.m.