Triple
T20022823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gresham College |
E494903
|
entity |
| Predicate | hasNotableProfessor |
P13831
|
FINISHED |
| Object |
Paul Collier
Paul Collier is a British economist and professor renowned for his work on development economics, fragile states, and the problems facing the world's poorest countries.
|
E1406789
|
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: Paul Collier | Statement: [Gresham College, hasNotableProfessor, Paul Collier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Collier Context triple: [Gresham College, hasNotableProfessor, Paul Collier]
-
A.
Jeffrey Sachs
Jeffrey Sachs is an American economist known for his work on economic development, global health, and poverty reduction, and for advising governments and international organizations on economic policy.
-
B.
Dani Rodrik
Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
-
C.
Larry Diamond
Larry Diamond is an American political sociologist and leading scholar of democracy studies, known for his work on democratic development and governance worldwide.
-
D.
David Laitin
David Laitin is a prominent political scientist known for his influential work on comparative politics, ethnic conflict, and civil war, and for his long-standing affiliation with Stanford University.
-
E.
Michael Kremer
Michael Kremer is an American development economist and Nobel laureate known for pioneering the use of randomized controlled trials to evaluate anti-poverty programs.
- 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: Paul Collier Triple: [Gresham College, hasNotableProfessor, Paul Collier]
Generated description
Paul Collier is a British economist and professor renowned for his work on development economics, fragile states, and the problems facing the world's poorest countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Collier Target entity description: Paul Collier is a British economist and professor renowned for his work on development economics, fragile states, and the problems facing the world's poorest countries.
-
A.
Jeffrey Sachs
Jeffrey Sachs is an American economist known for his work on economic development, global health, and poverty reduction, and for advising governments and international organizations on economic policy.
-
B.
Dani Rodrik
Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
-
C.
Larry Diamond
Larry Diamond is an American political sociologist and leading scholar of democracy studies, known for his work on democratic development and governance worldwide.
-
D.
David Laitin
David Laitin is a prominent political scientist known for his influential work on comparative politics, ethnic conflict, and civil war, and for his long-standing affiliation with Stanford University.
-
E.
Michael Kremer
Michael Kremer is an American development economist and Nobel laureate known for pioneering the use of randomized controlled trials to evaluate anti-poverty programs.
- 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_69da626bfd288190aa5d65098b6433ae |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66288fc18819083833b55c5e069a6 |
completed | April 20, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080e2d32008190a770addba6e44adb |
completed | May 16, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_6a080ec9c56481908b69834b5a1ae105 |
completed | May 16, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080f6e218c8190b4c7b0d5de9f984c |
completed | May 16, 2026, 6:32 a.m. |
Created at: April 11, 2026, 3:35 p.m.