Triple

T17044946
Position Surface form Disambiguated ID Type / Status
Subject Doc Pomus E413541 entity
Predicate coWriter P2389 FINISHED
Object Ken Hirsch
Ken Hirsch is an American songwriter and composer known for co-writing numerous pop and R&B hits, including collaborations with prominent lyricists like Doc Pomus.
 E1364363 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: Ken Hirsch | Statement: [Doc Pomus, coWriter, Ken Hirsch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ken Hirsch
Context triple: [Doc Pomus, coWriter, Ken Hirsch]
  • A. John Hirsch
    John Hirsch was a prominent Hungarian-Canadian theatre director and producer who became a leading figure in Canadian theatre.
  • B. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • C. David Hirsch
    David Hirsch is known as the father of American actor Emile Hirsch.
  • D. Jon Ehrlich
    Jon Ehrlich is an American television and film composer known for his work on series such as House, Parenthood, and Invasion.
  • E. Vern Schillinger
    Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
  • 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: Ken Hirsch
Triple: [Doc Pomus, coWriter, Ken Hirsch]
Generated description
Ken Hirsch is an American songwriter and composer known for co-writing numerous pop and R&B hits, including collaborations with prominent lyricists like Doc Pomus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ken Hirsch
Target entity description: Ken Hirsch is an American songwriter and composer known for co-writing numerous pop and R&B hits, including collaborations with prominent lyricists like Doc Pomus.
  • A. John Hirsch
    John Hirsch was a prominent Hungarian-Canadian theatre director and producer who became a leading figure in Canadian theatre.
  • B. Greg Hirsch
    Greg Hirsch is a bumbling yet opportunistic young relative of the Roy family in the television series "Succession," known for his awkward social skills and surprising knack for survival in the corporate power struggle.
  • C. David Hirsch
    David Hirsch is known as the father of American actor Emile Hirsch.
  • D. Jon Ehrlich
    Jon Ehrlich is an American television and film composer known for his work on series such as House, Parenthood, and Invasion.
  • E. Vern Schillinger
    Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3da9d7e988190a5e3991c7123f9b0 completed April 18, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0700c341c08190962c16d616a6e31a completed May 15, 2026, 11:17 a.m.
NEDg Description generation batch_6a0701325a28819090367843e04f2f3f completed May 15, 2026, 11:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0701d18c5c819091427fc872dd18cb completed May 15, 2026, 11:21 a.m.
Created at: April 10, 2026, 5:33 a.m.