Triple
T6175836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rules, Games, and Common-Pool Resources |
E137815
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
James Walker
James Walker is a scholar known for his work on game theory and the governance of common-pool resources, including coauthoring influential research on rules and collective action.
|
E576480
|
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: James Walker | Statement: [Rules, Games, and Common-Pool Resources, author, James Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Walker Context triple: [Rules, Games, and Common-Pool Resources, author, James Walker]
-
A.
James Walker
James Walker was a prominent 19th-century British civil engineer known for his influential role in advancing the profession and shaping major infrastructure projects in the United Kingdom.
-
B.
Rob Walker
Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
-
C.
Joseph Walker
Joseph Walker was a prominent American cinematographer best known for his influential work during Hollywood’s Golden Age, particularly in collaboration with director Frank Capra.
-
D.
Roy Walker
Roy Walker is the injured Hollywood stuntman whose fantastical storytelling to a young girl drives the narrative of the 2006 film "The Fall."
-
E.
Bob Walker
Bob Walker was an early 20th-century film actor known for appearing in silent-era productions such as the 1915 drama "The Warrens of Virginia."
- 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: James Walker Triple: [Rules, Games, and Common-Pool Resources, author, James Walker]
Generated description
James Walker is a scholar known for his work on game theory and the governance of common-pool resources, including coauthoring influential research on rules and collective action.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Walker Target entity description: James Walker is a scholar known for his work on game theory and the governance of common-pool resources, including coauthoring influential research on rules and collective action.
-
A.
James Walker
James Walker was a prominent 19th-century British civil engineer known for his influential role in advancing the profession and shaping major infrastructure projects in the United Kingdom.
-
B.
Rob Walker
Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
-
C.
Joseph Walker
Joseph Walker was a prominent American cinematographer best known for his influential work during Hollywood’s Golden Age, particularly in collaboration with director Frank Capra.
-
D.
Roy Walker
Roy Walker is the injured Hollywood stuntman whose fantastical storytelling to a young girl drives the narrative of the 2006 film "The Fall."
-
E.
Bob Walker
Bob Walker was an early 20th-century film actor known for appearing in silent-era productions such as the 1915 drama "The Warrens of Virginia."
- 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_69c008a80f748190ba3d07ffc81acb29 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05dc70ac481909fd1db0d69837eca |
completed | March 22, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16ef0f76881909d678010d0c064e7 |
completed | March 23, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69c1be0624088190b20fdfa389ebf092 |
completed | March 23, 2026, 10:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1bec4844081908baa5abbc4cb3221 |
completed | March 23, 2026, 10:29 p.m. |
Created at: March 22, 2026, 4:18 p.m.