Triple
T17229585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | socialist calculation debate |
E418206
|
entity |
| Predicate | hasProponent |
P9868
|
FINISHED |
| Object |
Fred M. Taylor
Fred M. Taylor was an American economist known for his influential contributions to the socialist calculation debate and early work on market socialism and price theory.
|
E1381729
|
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: Fred M. Taylor | Statement: [socialist calculation debate, hasProponent, Fred M. Taylor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred M. Taylor Context triple: [socialist calculation debate, hasProponent, Fred M. Taylor]
-
A.
Robert W. Taylor
Robert W. Taylor was an influential American computer scientist and research manager who played a key role in the development of ARPANET and modern computer networking.
-
B.
Clark C. Taylor
Clark C. Taylor is the son of American folk singer and songwriter Judy Collins.
-
C.
Glen H. Taylor
Glen H. Taylor was an Idaho senator and progressive Democrat best known for serving as Henry A. Wallace’s vice-presidential running mate on the Progressive Party ticket in the 1948 U.S. presidential election.
-
D.
Frank E. Taylor
Frank E. Taylor was a film producer best known for his work on the classic 1961 drama "The Misfits," starring Marilyn Monroe and Clark Gable.
-
E.
Melvin P. Thorpe
Melvin P. Thorpe is a flamboyant, moralizing television reporter and crusader who exposes the illegal brothel at the center of the musical comedy film "The Best Little Whorehouse in Texas."
- 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: Fred M. Taylor Triple: [socialist calculation debate, hasProponent, Fred M. Taylor]
Generated description
Fred M. Taylor was an American economist known for his influential contributions to the socialist calculation debate and early work on market socialism and price theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred M. Taylor Target entity description: Fred M. Taylor was an American economist known for his influential contributions to the socialist calculation debate and early work on market socialism and price theory.
-
A.
Robert W. Taylor
Robert W. Taylor was an influential American computer scientist and research manager who played a key role in the development of ARPANET and modern computer networking.
-
B.
Clark C. Taylor
Clark C. Taylor is the son of American folk singer and songwriter Judy Collins.
-
C.
Glen H. Taylor
Glen H. Taylor was an Idaho senator and progressive Democrat best known for serving as Henry A. Wallace’s vice-presidential running mate on the Progressive Party ticket in the 1948 U.S. presidential election.
-
D.
Frank E. Taylor
Frank E. Taylor was a film producer best known for his work on the classic 1961 drama "The Misfits," starring Marilyn Monroe and Clark Gable.
-
E.
Melvin P. Thorpe
Melvin P. Thorpe is a flamboyant, moralizing television reporter and crusader who exposes the illegal brothel at the center of the musical comedy film "The Best Little Whorehouse in Texas."
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42df62ec48190b2ed633a5bcc0255 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074e5e9fb88190aab63e3d3318b63b |
completed | May 15, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_6a074f4f3c008190b6483a994b2309cd |
completed | May 15, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a075019f0b48190ae2469b1979e6cce |
completed | May 15, 2026, 4:55 p.m. |
Created at: April 10, 2026, 5:39 a.m.