Triple

T365170
Position Surface form Disambiguated ID Type / Status
Subject Henry Norris Russell Lectureship E7943 entity
Predicate notableRecipient P108 FINISHED
Object Frank H. Shu
Frank H. Shu is an influential American astrophysicist renowned for his work on star formation and spiral structure in galaxies.
 E56401 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: Frank H. Shu | Statement: [Henry Norris Russell Lectureship, notableRecipient, Frank H. Shu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank H. Shu
Context triple: [Henry Norris Russell Lectureship, notableRecipient, Frank H. Shu]
  • A. Stanley Corrsin
    Stanley Corrsin was a prominent American fluid dynamicist renowned for his pioneering contributions to the study of turbulence and mixing in fluid flows.
  • B. 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.
  • C. Norman Spinrad
    Norman Spinrad is an American science fiction author known for his provocative, politically charged novels and short stories, including "Bug Jack Barron" and "The Iron Dream."
  • D. James M. Bardeen
    James M. Bardeen is an American theoretical physicist known for his influential work in general relativity and black hole physics, including contributions to the understanding of Hawking radiation and cosmological perturbation theory.
  • E. Martin Schwarzschild
    Martin Schwarzschild was a German-American astrophysicist renowned for his pioneering work on stellar structure and evolution, as well as for introducing the use of high-altitude balloon observations in astronomy.
  • 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: Frank H. Shu
Triple: [Henry Norris Russell Lectureship, notableRecipient, Frank H. Shu]
Generated description
Frank H. Shu is an influential American astrophysicist renowned for his work on star formation and spiral structure in galaxies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank H. Shu
Target entity description: Frank H. Shu is an influential American astrophysicist renowned for his work on star formation and spiral structure in galaxies.
  • A. Stanley Corrsin
    Stanley Corrsin was a prominent American fluid dynamicist renowned for his pioneering contributions to the study of turbulence and mixing in fluid flows.
  • B. 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.
  • C. Norman Spinrad
    Norman Spinrad is an American science fiction author known for his provocative, politically charged novels and short stories, including "Bug Jack Barron" and "The Iron Dream."
  • D. James M. Bardeen
    James M. Bardeen is an American theoretical physicist known for his influential work in general relativity and black hole physics, including contributions to the understanding of Hawking radiation and cosmological perturbation theory.
  • E. Martin Schwarzschild
    Martin Schwarzschild was a German-American astrophysicist renowned for his pioneering work on stellar structure and evolution, as well as for introducing the use of high-altitude balloon observations in astronomy.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebe6c1b4819083335e880c205ed6 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a447f8fac481909c4848ca9b789bc3 completed March 1, 2026, 2:06 p.m.
NEDg Description generation batch_69a448719fd881909c183132bb98898b completed March 1, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69a448c743388190807694111ad63678 completed March 1, 2026, 2:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.