Triple
T11862180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mundell-Fleming model |
E282185
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Marcus Fleming
Marcus Fleming was a British economist best known for co-developing the Mundell–Fleming model of open-economy macroeconomics.
|
E950854
|
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: Marcus Fleming | Statement: [Mundell-Fleming model, namedAfter, Marcus Fleming]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcus Fleming Context triple: [Mundell-Fleming model, namedAfter, Marcus Fleming]
-
A.
Devlin Elliott
Devlin Elliott is an American theater and film producer best known as the husband of actor Nathan Lane.
-
B.
Alex Flanagan
Alex Flanagan is an American sportscaster and sideline reporter known for her work covering major NFL games and other high-profile sporting events on national television.
-
C.
David Flynn
David Flynn is the fourth husband of English actress Jane Seymour, known primarily for his marriage to the Golden Globe–winning star of "Dr. Quinn, Medicine Woman."
-
D.
Blake Ferguson
Blake Ferguson is an Australian professional rugby league footballer known for his powerful running and try-scoring ability in the NRL and for representing New South Wales and Australia.
-
E.
Biron Farrill
Biron Farrill is the young noble protagonist of Isaac Asimov’s science fiction novel "The Stars, Like Dust," who becomes embroiled in a galactic conspiracy and rebellion against a tyrannical empire.
- 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: Marcus Fleming Triple: [Mundell-Fleming model, namedAfter, Marcus Fleming]
Generated description
Marcus Fleming was a British economist best known for co-developing the Mundell–Fleming model of open-economy macroeconomics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcus Fleming Target entity description: Marcus Fleming was a British economist best known for co-developing the Mundell–Fleming model of open-economy macroeconomics.
-
A.
Devlin Elliott
Devlin Elliott is an American theater and film producer best known as the husband of actor Nathan Lane.
-
B.
Alex Flanagan
Alex Flanagan is an American sportscaster and sideline reporter known for her work covering major NFL games and other high-profile sporting events on national television.
-
C.
David Flynn
David Flynn is the fourth husband of English actress Jane Seymour, known primarily for his marriage to the Golden Globe–winning star of "Dr. Quinn, Medicine Woman."
-
D.
Blake Ferguson
Blake Ferguson is an Australian professional rugby league footballer known for his powerful running and try-scoring ability in the NRL and for representing New South Wales and Australia.
-
E.
Biron Farrill
Biron Farrill is the young noble protagonist of Isaac Asimov’s science fiction novel "The Stars, Like Dust," who becomes embroiled in a galactic conspiracy and rebellion against a tyrannical empire.
- 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69b16bc8190999a0c1240f9ce6a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f281844c048190b5476343113f2436 |
completed | April 29, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69f28a92ac90819092eef473a49d329e |
completed | April 29, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f28c462d888190a43e042b00921dbe |
completed | April 29, 2026, 10:55 p.m. |
Created at: April 8, 2026, 9:43 p.m.