Triple

T20604185
Position Surface form Disambiguated ID Type / Status
Subject Chicago Maroons football team E506258 entity
Predicate notablePlayer P304 FINISHED
Object William Spiegel
William Spiegel was an American football player recognized for his contributions to the University of Chicago Maroons football program.
E1442491 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: William Spiegel | Statement: [Chicago Maroons football team, notablePlayer, William Spiegel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Spiegel
Context triple: [Chicago Maroons football team, notablePlayer, William Spiegel]
  • A. Lee Weiner
    Lee Weiner is an American political activist best known as one of the Chicago Seven defendants charged with conspiracy and inciting riots during the 1968 Democratic National Convention protests.
  • B. Leonard Spigelgass
    Leonard Spigelgass was an American screenwriter and playwright known for his work in mid-20th-century film and theater, including several notable Hollywood scripts.
  • C. Glen Wexler
    Glen Wexler is an American photographer and digital imaging pioneer best known for his imaginative, surreal album covers and advertising work.
  • D. Paul Bogoff
    Paul Bogoff is the birth name of American television and film director Paul Bogart, known for his work on series like "All in the Family" and various acclaimed TV movies.
  • E. Paul Wonner
    Paul Wonner was an American painter associated with the Bay Area Figurative Movement, known for transitioning from abstract expressionism to richly colored figurative and still-life works.
  • 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: William Spiegel
Triple: [Chicago Maroons football team, notablePlayer, William Spiegel]
Generated description
William Spiegel was an American football player recognized for his contributions to the University of Chicago Maroons football program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Spiegel
Target entity description: William Spiegel was an American football player recognized for his contributions to the University of Chicago Maroons football program.
  • A. Lee Weiner
    Lee Weiner is an American political activist best known as one of the Chicago Seven defendants charged with conspiracy and inciting riots during the 1968 Democratic National Convention protests.
  • B. Leonard Spigelgass
    Leonard Spigelgass was an American screenwriter and playwright known for his work in mid-20th-century film and theater, including several notable Hollywood scripts.
  • C. Glen Wexler
    Glen Wexler is an American photographer and digital imaging pioneer best known for his imaginative, surreal album covers and advertising work.
  • D. Paul Bogoff
    Paul Bogoff is the birth name of American television and film director Paul Bogart, known for his work on series like "All in the Family" and various acclaimed TV movies.
  • E. Paul Wonner
    Paul Wonner was an American painter associated with the Bay Area Figurative Movement, known for transitioning from abstract expressionism to richly colored figurative and still-life works.
  • 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_69e0b4bb2b4081908fa4a72444120f35 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aa233e1881908749d2f29c2946e4 completed April 20, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c57d5488819094cdddd214de173d completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6d215a48190a981b36cafd97de4 completed May 16, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_6a08c78fe4d48190a7a69f65f64ac66c completed May 16, 2026, 7:37 p.m.
Created at: April 16, 2026, 11:41 a.m.