Triple

T23179467
Position Surface form Disambiguated ID Type / Status
Subject Shalamar E579112 entity
Predicate hasFormerMember P1168 FINISHED
Object Gerald Brown
Gerald Brown is an American singer best known for his tenure as a member of the R&B and soul group Shalamar during the late 1970s.
 E1573928 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: Gerald Brown | Statement: [Shalamar, hasFormerMember, Gerald Brown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gerald Brown
Context triple: [Shalamar, hasFormerMember, Gerald Brown]
  • A. Gerry Brown
    Gerry Brown is an American jazz fusion drummer known for his work with prominent artists and bands, including Chick Corea’s Return to Forever.
  • B. H. Douglas Brown
    H. Douglas Brown is an American applied linguist and educator best known for his influential work in second language acquisition and language teaching methodology.
  • C. J. Douglas Brown
    J. Douglas Brown was an American economist and academic who played a key role in shaping U.S. Social Security policy during the New Deal era.
  • D. Don Graham
    Don Graham is a real estate developer best known for his role in creating Honolulu’s Ala Moana Center, one of the largest open-air shopping malls in the world.
  • E. Don Graham
    Don Graham is a music industry figure best known as the founder of the eclectic American record label Blue Thumb Records.
  • 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: Gerald Brown
Triple: [Shalamar, hasFormerMember, Gerald Brown]
Generated description
Gerald Brown is an American singer best known for his tenure as a member of the R&B and soul group Shalamar during the late 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gerald Brown
Target entity description: Gerald Brown is an American singer best known for his tenure as a member of the R&B and soul group Shalamar during the late 1970s.
  • A. Gerry Brown
    Gerry Brown is an American jazz fusion drummer known for his work with prominent artists and bands, including Chick Corea’s Return to Forever.
  • B. H. Douglas Brown
    H. Douglas Brown is an American applied linguist and educator best known for his influential work in second language acquisition and language teaching methodology.
  • C. J. Douglas Brown
    J. Douglas Brown was an American economist and academic who played a key role in shaping U.S. Social Security policy during the New Deal era.
  • D. Don Graham
    Don Graham is a real estate developer best known for his role in creating Honolulu’s Ala Moana Center, one of the largest open-air shopping malls in the world.
  • E. Don Graham
    Don Graham is a music industry figure best known as the founder of the eclectic American record label Blue Thumb Records.
  • 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_69e245fd2a388190b814c0dfa15f7148 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f6dad948190a64f80f2c9e8e4cb completed April 29, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30b0157c81909f0dad0a84b0af33 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c349e5f988190a801356107a6e129 completed May 19, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3505873c81908ce41f3fa88c61b9 completed May 19, 2026, 10:01 a.m.
Created at: April 17, 2026, 4:04 p.m.