Triple
T7720201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern College |
E174987
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
James Meade
James Meade was a British economist and Nobel Prize laureate renowned for his influential work on international trade and economic policy.
|
E683679
|
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 Meade | Statement: [Malvern College, hasAlumnus, James Meade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Meade Context triple: [Malvern College, hasAlumnus, James Meade]
-
A.
James Meade
James Meade was an American military officer after whom Meade County in Kentucky was named, recognized for his service in the early 19th century.
-
B.
John R. Hicks
John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
-
C.
Nicholas Kaldor
Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
-
D.
A. W. Phillips
A. W. Phillips was a New Zealand-born economist best known for formulating the relationship between unemployment and wage/price inflation that became known as the Phillips curve.
-
E.
John Maynard
John Maynard is a film producer known for his work on Australian cinema, including the acclaimed drama "Romulus, My Father."
- 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 Meade Triple: [Malvern College, hasAlumnus, James Meade]
Generated description
James Meade was a British economist and Nobel Prize laureate renowned for his influential work on international trade and economic policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Meade Target entity description: James Meade was a British economist and Nobel Prize laureate renowned for his influential work on international trade and economic policy.
-
A.
James Meade
James Meade was an American military officer after whom Meade County in Kentucky was named, recognized for his service in the early 19th century.
-
B.
John R. Hicks
John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
-
C.
Nicholas Kaldor
Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
-
D.
A. W. Phillips
A. W. Phillips was a New Zealand-born economist best known for formulating the relationship between unemployment and wage/price inflation that became known as the Phillips curve.
-
E.
John Maynard
John Maynard is a film producer known for his work on Australian cinema, including the acclaimed drama "Romulus, My Father."
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702eedc088190be645c029dfc462a |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b517c64881908d24e8613dc33bf4 |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b5bb46508190b3da11b2f9bf05a6 |
completed | March 29, 2026, 5:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b65a04a48190bf5e01ba0921cf14 |
completed | March 29, 2026, 5:19 a.m. |
Created at: March 27, 2026, 4:05 p.m.