Triple
T3821535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Why Nations Fail: The Origins of Power, Prosperity, and Poverty |
E84383
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | James A. Robinson |
E90788
|
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: James A. Robinson | Statement: [Why Nations Fail: The Origins of Power, Prosperity, and Poverty, author, James A. Robinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James A. Robinson Context triple: [Why Nations Fail: The Origins of Power, Prosperity, and Poverty, author, James A. Robinson]
-
A.
James A. Robinson
chosen
James A. Robinson is a political scientist and economist best known for his work on the role of institutions in economic development and for co-authoring influential books such as "Why Nations Fail."
-
B.
John D. Dunning
John D. Dunning was an American film editor best known for his work on classic Hollywood films, including collaborations with major studios during the mid-20th century.
-
C.
Timothy Fall
Timothy Fall is an actor known for his role in the British television sitcom "Bob."
-
D.
David Ray Roberts
David Ray Roberts is a former Major League Baseball outfielder and current manager, best known for his pivotal stolen base in the 2004 ALCS with the Boston Red Sox and for managing the Los Angeles Dodgers.
-
E.
Kevin Phillips
Kevin Phillips was an American political strategist and writer known for shaping and popularizing the Republican Party’s “Southern Strategy” and analyzing long-term shifts in U.S. electoral politics.
- 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_69aed931f5908190be2c07af66d4df25 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeea62cdfc81909a3bf458b73d60e7 |
completed | March 9, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503f75f6c8190b9af77ed212a2774 |
completed | March 14, 2026, 6:45 a.m. |
Created at: March 9, 2026, 3:17 p.m.