Triple

T5282060
Position Surface form Disambiguated ID Type / Status
Subject Shirley Chisholm E119520 entity
Predicate spouse P13 FINISHED
Object Arthur Hardwick Jr.
Arthur Hardwick Jr. was an American businessman and political figure best known as the second husband of pioneering U.S. congresswoman and presidential candidate Shirley Chisholm.
E508360 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: Arthur Hardwick Jr. | Statement: [Shirley Chisholm, spouse, Arthur Hardwick Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Hardwick Jr.
Context triple: [Shirley Chisholm, spouse, Arthur Hardwick Jr.]
  • A. John McArthur Jr.
    John McArthur Jr. was a 19th-century American architect best known for designing monumental public buildings in Philadelphia, most notably its iconic City Hall.
  • B. Allen Arthur
    Allen Arthur is a songwriter best known for co-writing the track "You & I (Nobody in the World)."
  • C. Philip Hardwick
    Philip Hardwick was a prominent 19th-century English architect known for his influential industrial and railway architecture, including major works in London and Liverpool.
  • D. Walter Hendricks
    Walter Hendricks was an American educator best known as the founder and first president of Marlboro College in Vermont.
  • E. Charles Pritchard
    Charles Pritchard was a 19th-century British astronomer and clergyman known for his pioneering work in stellar photometry and his influential role in developing observational astronomy at Oxford.
  • 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: Arthur Hardwick Jr.
Triple: [Shirley Chisholm, spouse, Arthur Hardwick Jr.]
Generated description
Arthur Hardwick Jr. was an American businessman and political figure best known as the second husband of pioneering U.S. congresswoman and presidential candidate Shirley Chisholm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Hardwick Jr.
Target entity description: Arthur Hardwick Jr. was an American businessman and political figure best known as the second husband of pioneering U.S. congresswoman and presidential candidate Shirley Chisholm.
  • A. John McArthur Jr.
    John McArthur Jr. was a 19th-century American architect best known for designing monumental public buildings in Philadelphia, most notably its iconic City Hall.
  • B. Allen Arthur
    Allen Arthur is a songwriter best known for co-writing the track "You & I (Nobody in the World)."
  • C. Philip Hardwick
    Philip Hardwick was a prominent 19th-century English architect known for his influential industrial and railway architecture, including major works in London and Liverpool.
  • D. Walter Hendricks
    Walter Hendricks was an American educator best known as the founder and first president of Marlboro College in Vermont.
  • E. Charles Pritchard
    Charles Pritchard was a 19th-century British astronomer and clergyman known for his pioneering work in stellar photometry and his influential role in developing observational astronomy at Oxford.
  • 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_69bd446d05a8819092ad333a3f9c8d5c completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84c69780819097a1ea9385e11077 completed March 20, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06e27b5081908b755a817d4c260a completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf08bf26448190bd3a3f632ea79d85 completed March 21, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69bf091f09f88190aa382387e6b94662 completed March 21, 2026, 9:09 p.m.
Created at: March 20, 2026, 1:52 p.m.