Triple
T8901606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denis Sargan |
E211941
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
David F. Hendry
David F. Hendry is a prominent British econometrician known for his influential work on time-series econometrics, model selection, and the development of general-to-specific modeling strategies.
|
E764597
|
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: David F. Hendry | Statement: [Denis Sargan, notableStudent, David F. Hendry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David F. Hendry Context triple: [Denis Sargan, notableStudent, David F. Hendry]
-
A.
Denis Sargan
Denis Sargan was a pioneering British econometrician known for his foundational contributions to econometric theory, particularly in instrumental variables and estimation methods.
-
B.
William O. Wooldridge
William O. Wooldridge was a United States Army noncommissioned officer who became the first Sergeant Major of the Army, serving as the senior enlisted advisor to the Army’s leadership.
-
C.
Robert J. Hodrick
Robert J. Hodrick is an American economist best known for his work in macroeconomics and finance, including the development of the Hodrick–Prescott filter used to analyze business cycles.
-
D.
Lawrence Klein
Lawrence Klein was an American economist and Nobel laureate renowned for his pioneering work in developing econometric models for forecasting economic trends.
-
E.
Laurence Keen
Laurence Keen is a British professional golfer known for competing on developmental tours and national circuits.
- 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: David F. Hendry Triple: [Denis Sargan, notableStudent, David F. Hendry]
Generated description
David F. Hendry is a prominent British econometrician known for his influential work on time-series econometrics, model selection, and the development of general-to-specific modeling strategies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David F. Hendry Target entity description: David F. Hendry is a prominent British econometrician known for his influential work on time-series econometrics, model selection, and the development of general-to-specific modeling strategies.
-
A.
Denis Sargan
Denis Sargan was a pioneering British econometrician known for his foundational contributions to econometric theory, particularly in instrumental variables and estimation methods.
-
B.
William O. Wooldridge
William O. Wooldridge was a United States Army noncommissioned officer who became the first Sergeant Major of the Army, serving as the senior enlisted advisor to the Army’s leadership.
-
C.
Robert J. Hodrick
Robert J. Hodrick is an American economist best known for his work in macroeconomics and finance, including the development of the Hodrick–Prescott filter used to analyze business cycles.
-
D.
Lawrence Klein
Lawrence Klein was an American economist and Nobel laureate renowned for his pioneering work in developing econometric models for forecasting economic trends.
-
E.
Laurence Keen
Laurence Keen is a British professional golfer known for competing on developmental tours and national circuits.
- 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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc642a104081908df2d64e8f9ad0c8 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfac1846f481909aad27a6dacddba2 |
completed | April 3, 2026, 12:01 p.m. |
| NEDg | Description generation | batch_69cfacb58f208190b5e8eeba58f1bd78 |
completed | April 3, 2026, 12:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfad73f7a8819089ee3dadf321220e |
completed | April 3, 2026, 12:07 p.m. |
Created at: March 30, 2026, 6:54 p.m.