Triple

T258901
Position Surface form Disambiguated ID Type / Status
Subject Chicago Blackhawks E5497 entity
Predicate founder P104 FINISHED
Object Frederic McLaughlin
Frederic McLaughlin was an American businessman and sports executive best known for establishing and owning the NHL’s Chicago Blackhawks in the early 20th century.
E156751 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: Frederic McLaughlin | Statement: [Chicago Blackhawks, founder, Frederic McLaughlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frederic McLaughlin
Context triple: [Chicago Blackhawks, founder, Frederic McLaughlin]
  • A. Emile Sherman
    Emile Sherman is an Australian film and television producer best known for co-producing the Academy Award–winning film "The King’s Speech" and co-founding the production company See-Saw Films.
  • B. Joseph McCoy
    Joseph McCoy was a 19th-century American cattle dealer and entrepreneur best known for turning Abilene, Kansas into a major cattle-shipping center and helping establish the famous Western cattle trails.
  • C. Edmund G. Ross
    Edmund G. Ross was a 19th-century U.S. senator from Kansas best known for casting the decisive vote against the impeachment of President Andrew Johnson, an act later celebrated in John F. Kennedy’s "Profiles in Courage."
  • D. John Haviland
    John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
  • E. William McSweeny
    William McSweeny is an author best known for co-writing the autobiography "Go Up for Glory" with basketball legend Bill Russell.
  • 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: Frederic McLaughlin
Triple: [Chicago Blackhawks, founder, Frederic McLaughlin]
Generated description
Frederic McLaughlin was an American businessman and sports executive best known for establishing and owning the NHL’s Chicago Blackhawks in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frederic McLaughlin
Target entity description: Frederic McLaughlin was an American businessman and sports executive best known for establishing and owning the NHL’s Chicago Blackhawks in the early 20th century.
  • A. Emile Sherman
    Emile Sherman is an Australian film and television producer best known for co-producing the Academy Award–winning film "The King’s Speech" and co-founding the production company See-Saw Films.
  • B. Joseph McCoy
    Joseph McCoy was a 19th-century American cattle dealer and entrepreneur best known for turning Abilene, Kansas into a major cattle-shipping center and helping establish the famous Western cattle trails.
  • C. Edmund G. Ross
    Edmund G. Ross was a 19th-century U.S. senator from Kansas best known for casting the decisive vote against the impeachment of President Andrew Johnson, an act later celebrated in John F. Kennedy’s "Profiles in Courage."
  • D. John Haviland
    John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
  • E. William McSweeny
    William McSweeny is an author best known for co-writing the autobiography "Go Up for Glory" with basketball legend Bill Russell.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d71a10c8190894c86e7a67c5974 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69acce4b94d08190b7747b0b6d61e3e1 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf3931bc81908e38755e2d024270 completed March 8, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69accfb8acfc8190bba379d8bb114c29 completed March 8, 2026, 1:24 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.