Triple

T5425328
Position Surface form Disambiguated ID Type / Status
Subject William Thurston E121348 entity
Predicate doctoralAdvisor P167 FINISHED
Object Morris Hirsch
Morris Hirsch is an American mathematician known for his contributions to differential topology and dynamical systems, as well as for coauthoring the influential textbook "Differential Equations, Dynamical Systems, and Linear Algebra."
E597866 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: Morris Hirsch | Statement: [William Thurston, doctoralAdvisor, Morris Hirsch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Morris Hirsch
Context triple: [William Thurston, doctoralAdvisor, Morris Hirsch]
  • A. Joseph E. Levine
    Joseph E. Levine was an influential American film producer and distributor known for aggressively marketing and popularizing both foreign and domestic films in the mid-20th century.
  • B. Ira Hirschmann
    Ira Hirschmann was an American businessman and diplomat best known for his World War II efforts to rescue Jews from the Holocaust and his later work in international affairs.
  • C. David Hirsch
    David Hirsch is known as the father of American actor Emile Hirsch.
  • D. Sidney Levin
    Sidney Levin was a film editor best known for his work on influential American movies such as Martin Scorsese’s early crime drama "Mean Streets."
  • E. Herman Lieberman
    Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
  • 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: Morris Hirsch
Triple: [William Thurston, doctoralAdvisor, Morris Hirsch]
Generated description
Morris Hirsch is an American mathematician known for his contributions to differential topology and dynamical systems, as well as for coauthoring the influential textbook "Differential Equations, Dynamical Systems, and Linear Algebra."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Morris Hirsch
Target entity description: Morris Hirsch is an American mathematician known for his contributions to differential topology and dynamical systems, as well as for coauthoring the influential textbook "Differential Equations, Dynamical Systems, and Linear Algebra."
  • A. Joseph E. Levine
    Joseph E. Levine was an influential American film producer and distributor known for aggressively marketing and popularizing both foreign and domestic films in the mid-20th century.
  • B. Ira Hirschmann
    Ira Hirschmann was an American businessman and diplomat best known for his World War II efforts to rescue Jews from the Holocaust and his later work in international affairs.
  • C. David Hirsch
    David Hirsch is known as the father of American actor Emile Hirsch.
  • D. Sidney Levin
    Sidney Levin was a film editor best known for his work on influential American movies such as Martin Scorsese’s early crime drama "Mean Streets."
  • E. Herman Lieberman
    Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
  • 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd881598448190a9bb456dee36004b completed March 20, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6636635c481908482c3a7e7cf311b completed March 27, 2026, 11 a.m.
NEDg Description generation batch_69c6640dd5b08190a2af7b9af0cced0f completed March 27, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69c66470cb108190850be65b3efeb3fb completed March 27, 2026, 11:05 a.m.
Created at: March 20, 2026, 2:06 p.m.