Triple
T692482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daron Acemoglu |
E13823
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
James Malcomson
James Malcomson is a British economist known for his contributions to labor economics and contract theory, including work on incentive structures and employment relationships.
|
E168748
|
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 Malcomson | Statement: [Daron Acemoglu, doctoralAdvisor, James Malcomson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Malcomson Context triple: [Daron Acemoglu, doctoralAdvisor, James Malcomson]
-
A.
James Marvyn
James Marvyn is a central fictional character in Harriet Beecher Stowe’s novel "The Minister's Wooing," serving as a romantic lead whose presumed death and unexpected return drive much of the story’s emotional and moral conflict.
-
B.
Malcolm Kirk
Malcolm Kirk was an English professional wrestler known for his imposing size and for tragically dying in the ring during a match in 1987.
-
C.
Marc Eversley
Marc Eversley is a Canadian basketball executive known for serving as the general manager of the NBA’s Chicago Bulls.
-
D.
John MacDougall
John MacDougall was a Scottish Labour politician who served as a Member of Parliament representing a constituency including Glenrothes.
-
E.
Alexander Parris
Alexander Parris was a prominent 19th-century American architect and engineer best known for his austere Greek Revival and early granite public buildings in New England.
- 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 Malcomson Triple: [Daron Acemoglu, doctoralAdvisor, James Malcomson]
Generated description
James Malcomson is a British economist known for his contributions to labor economics and contract theory, including work on incentive structures and employment relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Malcomson Target entity description: James Malcomson is a British economist known for his contributions to labor economics and contract theory, including work on incentive structures and employment relationships.
-
A.
James Marvyn
James Marvyn is a central fictional character in Harriet Beecher Stowe’s novel "The Minister's Wooing," serving as a romantic lead whose presumed death and unexpected return drive much of the story’s emotional and moral conflict.
-
B.
Malcolm Kirk
Malcolm Kirk was an English professional wrestler known for his imposing size and for tragically dying in the ring during a match in 1987.
-
C.
Marc Eversley
Marc Eversley is a Canadian basketball executive known for serving as the general manager of the NBA’s Chicago Bulls.
-
D.
John MacDougall
John MacDougall was a Scottish Labour politician who served as a Member of Parliament representing a constituency including Glenrothes.
-
E.
Alexander Parris
Alexander Parris was a prominent 19th-century American architect and engineer best known for his austere Greek Revival and early granite public buildings in New England.
- 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_69ad15866b448190b20334eddca756eb |
completed | March 8, 2026, 6:21 a.m. |
| NEDg | Description generation | batch_69ad164d4cfc8190a1be23c814b6b18f |
completed | March 8, 2026, 6:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad16a5c76c8190a0bb3ccf5557b1b0 |
completed | March 8, 2026, 6:26 a.m. |
Created at: March 1, 2026, 7:36 p.m.