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.