Triple

T14414873
Position Surface form Disambiguated ID Type / Status
Subject Al Hoffman E357422 entity
Predicate hasCollaborator P10645 FINISHED
Object Al Goodhart
Al Goodhart was an American songwriter and composer active in the early to mid-20th century, known for co-writing popular standards in the Tin Pan Alley and swing eras.
 E1097146 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: Al Goodhart | Statement: [Al Hoffman, hasCollaborator, Al Goodhart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Al Goodhart
Context triple: [Al Hoffman, hasCollaborator, Al Goodhart]
  • A. Roy Harrod
    Roy Harrod was a British economist best known for his work on dynamic macroeconomic theory and for co-developing the Harrod–Domar growth model.
  • B. John Leeson
    John Leeson is a British actor best known for voicing the robotic dog K-9 in the Doctor Who television franchise.
  • C. William Goodhart
    William Goodhart was an American screenwriter best known for writing the screenplay for the horror sequel "Exorcist II: The Heretic."
  • D. Graham Hess
    Graham Hess is a former Episcopal priest and widowed father who struggles with his faith while protecting his family during a mysterious alien invasion in the film "Signs."
  • E. Ben Rothwell
    Ben Rothwell is an American mixed martial artist and longtime UFC heavyweight veteran known for his knockout power and unorthodox personality.
  • 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: Al Goodhart
Triple: [Al Hoffman, hasCollaborator, Al Goodhart]
Generated description
Al Goodhart was an American songwriter and composer active in the early to mid-20th century, known for co-writing popular standards in the Tin Pan Alley and swing eras.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Al Goodhart
Target entity description: Al Goodhart was an American songwriter and composer active in the early to mid-20th century, known for co-writing popular standards in the Tin Pan Alley and swing eras.
  • A. Roy Harrod
    Roy Harrod was a British economist best known for his work on dynamic macroeconomic theory and for co-developing the Harrod–Domar growth model.
  • B. John Leeson
    John Leeson is a British actor best known for voicing the robotic dog K-9 in the Doctor Who television franchise.
  • C. William Goodhart
    William Goodhart was an American screenwriter best known for writing the screenplay for the horror sequel "Exorcist II: The Heretic."
  • D. Graham Hess
    Graham Hess is a former Episcopal priest and widowed father who struggles with his faith while protecting his family during a mysterious alien invasion in the film "Signs."
  • E. Ben Rothwell
    Ben Rothwell is an American mixed martial artist and longtime UFC heavyweight veteran known for his knockout power and unorthodox personality.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cc99208190a2313b1acfb5d802 completed April 14, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd552a75ec8190b966d509d315ca60 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd56844d7c8190906b6550fb1c28d5 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd5731c9188190bda2958bef87dfe2 completed May 8, 2026, 3:23 a.m.
Created at: April 10, 2026, 1:17 a.m.