Triple
T11862170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LM curve |
E282184
|
entity |
| Predicate | wasFormallyDevelopedBy |
P101918
|
FINISHED |
| Object | John Hicks |
E40411
|
NE FINISHED |
How this triple was built (3 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: John Hicks | Statement: [LM curve, wasFormallyDevelopedBy, John Hicks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hicks Context triple: [LM curve, wasFormallyDevelopedBy, John Hicks]
-
A.
John Hicks
John Hicks was a notable individual interred at Wolvercote Cemetery, recognized locally for his significance to the community or its history.
-
B.
John R. Hicks
chosen
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.
John A. T. Robinson
John A. T. Robinson was a 20th-century Anglican bishop and theologian best known for his influential and controversial work "Honest to God," which popularized radical and existential approaches to Christian theology.
-
D.
Charles Morris
Charles Morris was a distinguished early 19th-century United States Navy officer noted for his valor and leadership during the War of 1812.
-
E.
Lionel W. McKenzie
Lionel W. McKenzie was an American economist best known for his rigorous mathematical contributions to general equilibrium theory and the formalization of modern microeconomics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: wasFormallyDevelopedBy Context triple: [LM curve, wasFormallyDevelopedBy, John Hicks]
-
A.
wasDevelopedIn
Indicates that an entity (such as a product, technology, or work) came into existence or was created during a specific time period or at a particular place.
-
B.
formerlyDevelopedBy
Indicates that an entity was developed in the past by another entity, but is no longer developed by that same party.
-
C.
originallyDevelopedIn
Indicates that something (such as a product, technology, or idea) was first created, designed, or developed in a particular place or context.
-
D.
firstDeveloped
Indicates that one entity was the earliest to create, originate, or bring another entity into existence.
-
E.
developedAs
Indicates that one entity was created, designed, or evolved specifically to function as or replace another entity.
- 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. |
| PD | Predicate disambiguation | batch_69d8a2573dbc8190ab432e8e28fde6cc |
completed | April 10, 2026, 7:10 a.m. |
| PDg | Predicate description generation | batch_69d8a43cc0c881909fed7cd759fe90b1 |
completed | April 10, 2026, 7:18 a.m. |
Created at: April 8, 2026, 9:43 p.m.