Triple

T4416548
Position Surface form Disambiguated ID Type / Status
Subject Marshall Hall E94987 entity
Predicate notableStudent P4838 FINISHED
Object Marshall Hall Jr.
Marshall Hall Jr. was an American mathematician known for his significant contributions to group theory and combinatorics, including work on finite groups and block designs.
E437490 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: Marshall Hall Jr. | Statement: [Marshall Hall, notableStudent, Marshall Hall Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall Hall Jr.
Context triple: [Marshall Hall, notableStudent, Marshall Hall Jr.]
  • A. Marshall Harvey
    Marshall Harvey is a film editor best known for his work on movies such as the dark comedy "The 'Burbs."
  • B. E. J. Milner Allen
    E. J. Milner Allen was an architect best known for his work on the landmark Kelvingrove Art Gallery and Museum in Glasgow, Scotland.
  • C. Clem Haskins
    Clem Haskins is an American former professional basketball player and college coach best known for his standout career at Western Kentucky, his NBA tenure in the late 1960s and 1970s, and his successful run as head coach of the University of Minnesota men's basketball team.
  • D. James Caldwell
    James Caldwell was one of the colonial civilians killed by British soldiers during the 1770 Boston Massacre, an event that helped fuel anti-British sentiment before the American Revolution.
  • E. Ralph Riggs
    Ralph Riggs was an American stage actor best known for his work in mid-20th-century Broadway musicals, including originating a role in the landmark Rodgers and Hammerstein show "Oklahoma!".
  • 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: Marshall Hall Jr.
Triple: [Marshall Hall, notableStudent, Marshall Hall Jr.]
Generated description
Marshall Hall Jr. was an American mathematician known for his significant contributions to group theory and combinatorics, including work on finite groups and block designs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall Hall Jr.
Target entity description: Marshall Hall Jr. was an American mathematician known for his significant contributions to group theory and combinatorics, including work on finite groups and block designs.
  • A. Marshall Harvey
    Marshall Harvey is a film editor best known for his work on movies such as the dark comedy "The 'Burbs."
  • B. E. J. Milner Allen
    E. J. Milner Allen was an architect best known for his work on the landmark Kelvingrove Art Gallery and Museum in Glasgow, Scotland.
  • C. Clem Haskins
    Clem Haskins is an American former professional basketball player and college coach best known for his standout career at Western Kentucky, his NBA tenure in the late 1960s and 1970s, and his successful run as head coach of the University of Minnesota men's basketball team.
  • D. James Caldwell
    James Caldwell was one of the colonial civilians killed by British soldiers during the 1770 Boston Massacre, an event that helped fuel anti-British sentiment before the American Revolution.
  • E. Ralph Riggs
    Ralph Riggs was an American stage actor best known for his work in mid-20th-century Broadway musicals, including originating a role in the landmark Rodgers and Hammerstein show "Oklahoma!".
  • 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3551afb448190a2ce2000193808ac completed March 13, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f61b56a8819099b5302f1b53f76d completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f709063c81909334a5b21da99c22 completed March 15, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7887cb08190bf498eefc3627bfa completed March 15, 2026, 12:04 a.m.
Created at: March 12, 2026, 11:29 p.m.