Triple

T306108
Position Surface form Disambiguated ID Type / Status
Subject Black Eyed Peas E6305 entity
Predicate hasFormerMember P1168 FINISHED
Object Kim Hill
Kim Hill is an American singer and songwriter best known for her early work as a vocalist with the hip hop group Black Eyed Peas before their mainstream pop success.
 E130044 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: Kim Hill | Statement: [Black Eyed Peas, hasFormerMember, Kim Hill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kim Hill
Context triple: [Black Eyed Peas, hasFormerMember, Kim Hill]
  • A. Jocelyn Howard
    Jocelyn Howard is an American television and film actress best known as the daughter of filmmaker and former child star Ron Howard.
  • B. Rachel Walker
    Rachel Walker was the second wife of American patriot Paul Revere, with whom she had a large family in colonial Boston.
  • C. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • D. Eboni Mills
    Eboni Mills is known for having been married to RZA, the influential producer and de facto leader of the Wu-Tang Clan.
  • E. Tanita Strahan
    Tanita Strahan is an American visual artist and the eldest daughter of former NFL star and television personality Michael Strahan.
  • 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: Kim Hill
Triple: [Black Eyed Peas, hasFormerMember, Kim Hill]
Generated description
Kim Hill is an American singer and songwriter best known for her early work as a vocalist with the hip hop group Black Eyed Peas before their mainstream pop success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kim Hill
Target entity description: Kim Hill is an American singer and songwriter best known for her early work as a vocalist with the hip hop group Black Eyed Peas before their mainstream pop success.
  • A. Jocelyn Howard
    Jocelyn Howard is an American television and film actress best known as the daughter of filmmaker and former child star Ron Howard.
  • B. Rachel Walker
    Rachel Walker was the second wife of American patriot Paul Revere, with whom she had a large family in colonial Boston.
  • C. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • D. Eboni Mills
    Eboni Mills is known for having been married to RZA, the influential producer and de facto leader of the Wu-Tang Clan.
  • E. Tanita Strahan
    Tanita Strahan is an American visual artist and the eldest daughter of former NFL star and television personality Michael Strahan.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea2fba548190a5aeb1597dca96bd completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5988ace881908f2884b5172be062 completed March 7, 2026, 4:59 p.m.
NEDg Description generation batch_69ac5a1fd5448190a72354c1017dfcf4 completed March 7, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac5a76e99c8190be49b80e31088693 completed March 7, 2026, 5:03 p.m.
Created at: Feb. 28, 2026, 1:06 p.m.