Triple
T692488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daron Acemoglu |
E13823
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
James A. Robinson
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."
|
E90788
|
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 A. Robinson | Statement: [Daron Acemoglu, coAuthor, James A. Robinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James A. Robinson Context triple: [Daron Acemoglu, coAuthor, James A. Robinson]
-
A.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
-
B.
James Honaker
James Honaker is a political scientist and statistician known for his work on methods for handling missing data and for coauthoring influential research with Gary King.
-
C.
Jonathan Corwin
Jonathan Corwin was a 17th-century Massachusetts magistrate best known as one of the judges who presided over the Salem witch trials.
-
D.
Jeff Gitelman
Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
-
E.
John B. Taylor
John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
- 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 A. Robinson Triple: [Daron Acemoglu, coAuthor, James A. Robinson]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James A. Robinson Target entity description: 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."
-
A.
Thomas J. Biersteker
Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
-
B.
James Honaker
James Honaker is a political scientist and statistician known for his work on methods for handling missing data and for coauthoring influential research with Gary King.
-
C.
Jonathan Corwin
Jonathan Corwin was a 17th-century Massachusetts magistrate best known as one of the judges who presided over the Salem witch trials.
-
D.
Jeff Gitelman
Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
-
E.
John B. Taylor
John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0b05f2c8190876c73db15b489a2 |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6666acf1081908325ae2ba74b6bae |
completed | March 3, 2026, 4:41 a.m. |
| NEDg | Description generation | batch_69a6674809a48190b30a03a6366bdebd |
completed | March 3, 2026, 4:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a667cf4f9881908d63b5e38088c0f9 |
completed | March 3, 2026, 4:47 a.m. |
Created at: March 1, 2026, 7:36 p.m.