Triple

T21520634
Position Surface form Disambiguated ID Type / Status
Subject Mingus Mingus Mingus Mingus Mingus E530964 entity
Predicate hasArranger P4873 FINISHED
Object Bob Hammer
Bob Hammer is an American jazz arranger, composer, and pianist best known for his collaborations with Charles Mingus and his sophisticated big-band orchestrations.
 E1488730 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: Bob Hammer | Statement: [Mingus Mingus Mingus Mingus Mingus, hasArranger, Bob Hammer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Hammer
Context triple: [Mingus Mingus Mingus Mingus Mingus, hasArranger, Bob Hammer]
  • A. Jack Hammer
    Jack Hammer was an American songwriter and musician best known for co-writing the rock and roll classic "Great Balls of Fire."
  • B. Jan Hammer
    Jan Hammer is a Czech-American keyboardist and composer best known for his pioneering fusion work and for composing the iconic Miami Vice television soundtrack.
  • C. David Hammond
    David Hammond is a fictional character appearing in the work titled "The Brothers."
  • D. Jim Hammond
    Jim Hammond is the original android Human Torch, a World War II-era superhero who fought alongside Captain America and Namor as part of Marvel Comics' Golden Age.
  • E. Alvin Hammer
    Alvin Hammer was an American performer and actor best known for his work with the 1930s–40s New York cabaret and satirical performance group The Revuers.
  • 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: Bob Hammer
Triple: [Mingus Mingus Mingus Mingus Mingus, hasArranger, Bob Hammer]
Generated description
Bob Hammer is an American jazz arranger, composer, and pianist best known for his collaborations with Charles Mingus and his sophisticated big-band orchestrations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Hammer
Target entity description: Bob Hammer is an American jazz arranger, composer, and pianist best known for his collaborations with Charles Mingus and his sophisticated big-band orchestrations.
  • A. Jack Hammer
    Jack Hammer was an American songwriter and musician best known for co-writing the rock and roll classic "Great Balls of Fire."
  • B. Jan Hammer
    Jan Hammer is a Czech-American keyboardist and composer best known for his pioneering fusion work and for composing the iconic Miami Vice television soundtrack.
  • C. David Hammond
    David Hammond is a fictional character appearing in the work titled "The Brothers."
  • D. Jim Hammond
    Jim Hammond is the original android Human Torch, a World War II-era superhero who fought alongside Captain America and Namor as part of Marvel Comics' Golden Age.
  • E. Alvin Hammer
    Alvin Hammer was an American performer and actor best known for his work with the 1930s–40s New York cabaret and satirical performance group The Revuers.
  • 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_69e0c45d95a081908e7962ad215da746 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee884bfa548190a39e5992ed6bb8a8 completed April 26, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e82521248190b6b84a3074d70be1 completed May 17, 2026, 4:09 p.m.
NEDg Description generation batch_6a09e92969c881908b865da9d78cc48e completed May 17, 2026, 4:13 p.m.
NED2 Entity disambiguation (via description) batch_6a09e9ad9da08190b222b06c41734994 completed May 17, 2026, 4:15 p.m.
Created at: April 16, 2026, 6:26 p.m.