Triple
T5539693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold Toynbee |
E145255
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object | Arnold Toynbee (economist) |
E145255
|
NE FINISHED |
How this triple was built (2 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: Arnold Toynbee (economist) | Statement: [Arnold Toynbee, relative, Arnold Toynbee (economist)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnold Toynbee (economist) Context triple: [Arnold Toynbee, relative, Arnold Toynbee (economist)]
-
A.
Arnold Toynbee
chosen
Arnold Toynbee was a prominent British historian and philosopher of history best known for his multi-volume work "A Study of History," which analyzed the rise and fall of civilizations.
-
B.
A. J. P. Taylor
A. J. P. Taylor was a prominent 20th-century British historian and broadcaster, known for his influential and often controversial works on European and diplomatic history.
-
C.
Nicholas Kaldor
Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
-
D.
R. H. Tawney
R. H. Tawney was a prominent British economic historian, Christian socialist, and social critic known for his influential analyses of religion, capitalism, and social inequality.
-
E.
J. A. Hobson
J. A. Hobson was a British economist and social theorist known for his critique of imperialism and underconsumption, which significantly shaped progressive liberal and later New Liberal economic thought.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008fa64888190adae56c8f9ea4031 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01fb487648190948493fe96cec0ff |
completed | March 22, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0281bfcc48190a0e4e51b4dca5a4b |
completed | March 22, 2026, 5:34 p.m. |
Created at: March 22, 2026, 3:35 p.m.