Triple

T5534467
Position Surface form Disambiguated ID Type / Status
Subject Carole Bayer Sager E145126 entity
Predicate coWroteWith P2389 FINISHED
Object Albert Hammond
Albert Hammond is a British-Gibraltarian singer-songwriter and producer known for writing and co-writing numerous pop hits from the 1960s onward, including "It Never Rains in Southern California."
 E529182 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: Albert Hammond | Statement: [Carole Bayer Sager, coWroteWith, Albert Hammond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Albert Hammond
Context triple: [Carole Bayer Sager, coWroteWith, Albert Hammond]
  • A. Robert Grubb
    Robert Grubb is an Australian actor known for his work in film, television, and theatre, including notable roles in period dramas and popular Australian series.
  • B. John Hoffman
    John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
  • C. Marvin Barnes
    Marvin Barnes was an American professional basketball player known for his dominant scoring and rebounding in the ABA during the 1970s and his colorful, tumultuous off-court life.
  • D. David Hood
    David Hood is an American bassist, producer, and member of the famed Muscle Shoals Rhythm Section, central to the development of the Muscle Shoals sound in popular music.
  • E. Michael Beinhorn
    Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
  • 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: Albert Hammond
Triple: [Carole Bayer Sager, coWroteWith, Albert Hammond]
Generated description
Albert Hammond is a British-Gibraltarian singer-songwriter and producer known for writing and co-writing numerous pop hits from the 1960s onward, including "It Never Rains in Southern California."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Albert Hammond
Target entity description: Albert Hammond is a British-Gibraltarian singer-songwriter and producer known for writing and co-writing numerous pop hits from the 1960s onward, including "It Never Rains in Southern California."
  • A. Robert Grubb
    Robert Grubb is an Australian actor known for his work in film, television, and theatre, including notable roles in period dramas and popular Australian series.
  • B. John Hoffman
    John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
  • C. Marvin Barnes
    Marvin Barnes was an American professional basketball player known for his dominant scoring and rebounding in the ABA during the 1970s and his colorful, tumultuous off-court life.
  • D. David Hood
    David Hood is an American bassist, producer, and member of the famed Muscle Shoals Rhythm Section, central to the development of the Muscle Shoals sound in popular music.
  • E. Michael Beinhorn
    Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fa0141c81909a216be9f48d64e1 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02810084c81909fde56d6ee4ad328 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c033ddc7148190ba64ebfc2472c367 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c036725fc481908ab0e260892d8243 completed March 22, 2026, 6:35 p.m.
Created at: March 22, 2026, 3:34 p.m.