Triple
T13512001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dumfries Academy |
E322662
|
entity |
| Predicate | hasNotableAlumnus |
P51
|
FINISHED |
| Object |
James A. Mirrlees
James A. Mirrlees was a Scottish economist and Nobel laureate renowned for his pioneering work on the theory of incentives and asymmetric information in economic policy.
|
E1044486
|
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. Mirrlees | Statement: [Dumfries Academy, hasNotableAlumnus, James A. Mirrlees]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James A. Mirrlees Context triple: [Dumfries Academy, hasNotableAlumnus, James A. Mirrlees]
-
A.
Eric Maskin
Eric Maskin is an American economist and Nobel laureate renowned for his foundational contributions to mechanism design theory and game theory.
-
B.
Robert A. Mundell
Robert A. Mundell was a Canadian economist and Nobel laureate renowned as the "father of the euro" for his pioneering work on optimum currency areas and international macroeconomics.
-
C.
Peter A. Diamond
Peter A. Diamond is an American economist and Nobel laureate renowned for his work on labor markets, social insurance, and dynamic economic theory.
-
D.
Lars Peter Hansen
Lars Peter Hansen is an American economist renowned for his work in econometrics and asset pricing, for which he shared the Nobel Prize in Economic Sciences.
-
E.
Leonid Hurwicz
Leonid Hurwicz was a Polish-American economist and mathematician best known as a pioneer of mechanism design theory and a Nobel Memorial Prize laureate in Economic Sciences.
- 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. Mirrlees Triple: [Dumfries Academy, hasNotableAlumnus, James A. Mirrlees]
Generated description
James A. Mirrlees was a Scottish economist and Nobel laureate renowned for his pioneering work on the theory of incentives and asymmetric information in economic policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James A. Mirrlees Target entity description: James A. Mirrlees was a Scottish economist and Nobel laureate renowned for his pioneering work on the theory of incentives and asymmetric information in economic policy.
-
A.
Eric Maskin
Eric Maskin is an American economist and Nobel laureate renowned for his foundational contributions to mechanism design theory and game theory.
-
B.
Robert A. Mundell
Robert A. Mundell was a Canadian economist and Nobel laureate renowned as the "father of the euro" for his pioneering work on optimum currency areas and international macroeconomics.
-
C.
Peter A. Diamond
Peter A. Diamond is an American economist and Nobel laureate renowned for his work on labor markets, social insurance, and dynamic economic theory.
-
D.
Lars Peter Hansen
Lars Peter Hansen is an American economist renowned for his work in econometrics and asset pricing, for which he shared the Nobel Prize in Economic Sciences.
-
E.
Leonid Hurwicz
Leonid Hurwicz was a Polish-American economist and mathematician best known as a pioneer of mechanism design theory and a Nobel Memorial Prize laureate in Economic Sciences.
- 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_69d80766a21881909f21a1b7421d3b8a |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaf86a6208190be8c18f7a0158f23 |
completed | April 12, 2026, 2:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75492676c81909602745e2b6436cb |
completed | May 3, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69f7555173d08190be887e81c148192e |
completed | May 3, 2026, 2:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f75675df788190b4aa562fe0bc1d75 |
completed | May 3, 2026, 2:06 p.m. |
Created at: April 9, 2026, 9:43 p.m.