Triple
T8899714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McCulloch |
E211899
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
J. R. McCulloch
J. R. McCulloch was a 19th-century Scottish economist known for his influential work in classical economics and for popularizing the ideas of David Ricardo.
|
E803698
|
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: J. R. McCulloch | Statement: [McCulloch, hasNotableBearer, J. R. McCulloch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: J. R. McCulloch Context triple: [McCulloch, hasNotableBearer, J. R. McCulloch]
-
A.
Andrew D. McCulloch
Andrew D. McCulloch is a biomedical engineer known for his work in computational modeling of the heart and cardiovascular system.
-
B.
Wilfred J. McNeil
Wilfred J. McNeil was an American government official who served in senior defense-related administrative roles, including leadership of the U.S. Munitions Board during the mid-20th century.
-
C.
Robert J. Wynne
Robert J. Wynne was an American journalist and public official who served in senior federal financial and postal administration roles in the early 20th century.
-
D.
John W. Robertson
John W. Robertson was an artist associated with the Cullercoats artist colony, a noted 19th-century community of painters on the northeast coast of England.
-
E.
Porter J. McCumber
Porter J. McCumber was an American Republican senator from North Dakota best known for co-sponsoring the protectionist Fordney–McCumber Tariff of 1922.
- 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: J. R. McCulloch Triple: [McCulloch, hasNotableBearer, J. R. McCulloch]
Generated description
J. R. McCulloch was a 19th-century Scottish economist known for his influential work in classical economics and for popularizing the ideas of David Ricardo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: J. R. McCulloch Target entity description: J. R. McCulloch was a 19th-century Scottish economist known for his influential work in classical economics and for popularizing the ideas of David Ricardo.
-
A.
Andrew D. McCulloch
Andrew D. McCulloch is a biomedical engineer known for his work in computational modeling of the heart and cardiovascular system.
-
B.
Wilfred J. McNeil
Wilfred J. McNeil was an American government official who served in senior defense-related administrative roles, including leadership of the U.S. Munitions Board during the mid-20th century.
-
C.
Robert J. Wynne
Robert J. Wynne was an American journalist and public official who served in senior federal financial and postal administration roles in the early 20th century.
-
D.
John W. Robertson
John W. Robertson was an artist associated with the Cullercoats artist colony, a noted 19th-century community of painters on the northeast coast of England.
-
E.
Porter J. McCumber
Porter J. McCumber was an American Republican senator from North Dakota best known for co-sponsoring the protectionist Fordney–McCumber Tariff of 1922.
- 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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc64278b208190afc3dec64ecdb0f5 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d139a069f881909cc59bad0f110830 |
completed | April 4, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69d13bb4e3688190aaf6a0ba117296ae |
completed | April 4, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13c1b8fd481909dc4a98d64301d2f |
completed | April 4, 2026, 4:28 p.m. |
Created at: March 30, 2026, 6:54 p.m.