Triple

T499287
Position Surface form Disambiguated ID Type / Status
Subject The Railway Man E10363 entity
Predicate musicBy P1952 FINISHED
Object David Hirschfelder
David Hirschfelder is an Australian composer and musician best known for his acclaimed film scores and work on major international movies.
E81282 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: David Hirschfelder | Statement: [The Railway Man, musicBy, David Hirschfelder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hirschfelder
Context triple: [The Railway Man, musicBy, David Hirschfelder]
  • A. Gerhard Herzberg
    Gerhard Herzberg was a German-Canadian physicist and physical chemist renowned for his pioneering work in molecular spectroscopy, for which he received the 1971 Nobel Prize in Chemistry.
  • B. Robert B. Leighton
    Robert B. Leighton was an American experimental physicist and educator known for his contributions to cosmic-ray and infrared astronomy and for coauthoring the influential Feynman Lectures on Physics.
  • C. Victor F. Weisskopf
    Victor F. Weisskopf was an Austrian-American theoretical physicist renowned for his contributions to quantum electrodynamics, his leadership at CERN and MIT, and his influential role in science education and public advocacy.
  • D. Edwin E. Salpeter
    Edwin E. Salpeter was an influential Austrian–Australian astrophysicist best known for his pioneering work on stellar nucleosynthesis and the initial mass function of stars.
  • E. Dr. Newton Geiszler
    Dr. Newton Geiszler is an eccentric and brilliant kaiju-obsessed scientist who plays a key role in understanding and combating the monstrous threats in the Pacific Rim universe.
  • 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: David Hirschfelder
Triple: [The Railway Man, musicBy, David Hirschfelder]
Generated description
David Hirschfelder is an Australian composer and musician best known for his acclaimed film scores and work on major international movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hirschfelder
Target entity description: David Hirschfelder is an Australian composer and musician best known for his acclaimed film scores and work on major international movies.
  • A. Gerhard Herzberg
    Gerhard Herzberg was a German-Canadian physicist and physical chemist renowned for his pioneering work in molecular spectroscopy, for which he received the 1971 Nobel Prize in Chemistry.
  • B. Robert B. Leighton
    Robert B. Leighton was an American experimental physicist and educator known for his contributions to cosmic-ray and infrared astronomy and for coauthoring the influential Feynman Lectures on Physics.
  • C. Victor F. Weisskopf
    Victor F. Weisskopf was an Austrian-American theoretical physicist renowned for his contributions to quantum electrodynamics, his leadership at CERN and MIT, and his influential role in science education and public advocacy.
  • D. Edwin E. Salpeter
    Edwin E. Salpeter was an influential Austrian–Australian astrophysicist best known for his pioneering work on stellar nucleosynthesis and the initial mass function of stars.
  • E. Dr. Newton Geiszler
    Dr. Newton Geiszler is an eccentric and brilliant kaiju-obsessed scientist who plays a key role in understanding and combating the monstrous threats in the Pacific Rim universe.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f119b14c8190a5a6b119579c2682 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a58030d0e48190a6390478e62f8659 completed March 2, 2026, 12:18 p.m.
NEDg Description generation batch_69a582410b008190a4f354b354e27c31 completed March 2, 2026, 12:27 p.m.
NED2 Entity disambiguation (via description) batch_69a582eb73c08190982a7fa6bbee536f completed March 2, 2026, 12:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.