Triple
T11270227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | real business cycle theory |
E266791
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Robert G. King
Robert G. King is an influential American macroeconomist known for his foundational contributions to real business cycle theory and modern dynamic macroeconomic modeling.
|
E1242167
|
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: Robert G. King | Statement: [real business cycle theory, associatedWith, Robert G. King]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert G. King Context triple: [real business cycle theory, associatedWith, Robert G. King]
-
A.
Charles D. King
Charles D. King is an American media executive and film producer, best known as the founder and CEO of MACRO, a production company focused on amplifying Black voices in film and television.
-
B.
David H. King Jr.
David H. King Jr. was a prominent late-19th-century New York City real estate developer and builder known for major projects including Madison Square Garden and upscale Harlem townhouses.
-
C.
Jonathan P. King
Jonathan P. King is a notable individual recognized for achievements that have brought distinction to the King surname.
-
D.
James L. Massey
James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
-
E.
Anthony B. Richmond
Anthony B. Richmond is a British cinematographer known for his work on films such as "Don't Look Now," "The Man Who Fell to Earth," and "Fierce Creatures."
- 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: Robert G. King Triple: [real business cycle theory, associatedWith, Robert G. King]
Generated description
Robert G. King is an influential American macroeconomist known for his foundational contributions to real business cycle theory and modern dynamic macroeconomic modeling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert G. King Target entity description: Robert G. King is an influential American macroeconomist known for his foundational contributions to real business cycle theory and modern dynamic macroeconomic modeling.
-
A.
Charles D. King
Charles D. King is an American media executive and film producer, best known as the founder and CEO of MACRO, a production company focused on amplifying Black voices in film and television.
-
B.
David H. King Jr.
David H. King Jr. was a prominent late-19th-century New York City real estate developer and builder known for major projects including Madison Square Garden and upscale Harlem townhouses.
-
C.
Jonathan P. King
Jonathan P. King is a notable individual recognized for achievements that have brought distinction to the King surname.
-
D.
James L. Massey
James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
-
E.
Anthony B. Richmond
Anthony B. Richmond is a British cinematographer known for his work on films such as "Don't Look Now," "The Man Who Fell to Earth," and "Fierce Creatures."
- 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_69d6aac8c2f48190ad0596f1f89f0470 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9506204819089dc0827483bd948 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfb725d48190bdca0a85ca7f440c |
completed | May 10, 2026, 6:34 p.m. |
| NEDg | Description generation | batch_6a00d1a88c188190bde3fe3c01efb453 |
completed | May 10, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d20ae52c8190b4c45af68aa40399 |
completed | May 10, 2026, 6:44 p.m. |
Created at: April 8, 2026, 9:31 p.m.