Triple
T4329437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gary Becker |
E96711
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Kevin Murphy
Kevin Murphy is an American economist known for his influential work in labor economics, human capital, and the economics of inequality and growth.
|
E431726
|
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: Kevin Murphy | Statement: [Gary Becker, influenced, Kevin Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kevin Murphy Context triple: [Gary Becker, influenced, Kevin Murphy]
-
A.
Kevin Murphy
Kevin Murphy is an American writer and performer best known as a longtime contributor to the cult comedy series Mystery Science Theater 3000.
-
B.
Kevin Phillips
Kevin Phillips was an American political strategist and writer known for shaping and popularizing the Republican Party’s “Southern Strategy” and analyzing long-term shifts in U.S. electoral politics.
-
C.
Mike Mitchell
Mike Mitchell is an American film director known for his work on animated and family films such as "Shrek Forever After," "Trolls," and "The Lego Movie 2: The Second Part."
-
D.
Kevin Brady
Kevin Brady is an American Republican politician who represented Texas in the U.S. House of Representatives and chaired the powerful House Ways and Means Committee.
-
E.
Michael D. McDonough
Michael D. McDonough is an American local government official who serves as the mayor of Raytown, Missouri.
- 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: Kevin Murphy Triple: [Gary Becker, influenced, Kevin Murphy]
Generated description
Kevin Murphy is an American economist known for his influential work in labor economics, human capital, and the economics of inequality and growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kevin Murphy Target entity description: Kevin Murphy is an American economist known for his influential work in labor economics, human capital, and the economics of inequality and growth.
-
A.
Kevin Murphy
Kevin Murphy is an American writer and performer best known as a longtime contributor to the cult comedy series Mystery Science Theater 3000.
-
B.
Kevin Phillips
Kevin Phillips was an American political strategist and writer known for shaping and popularizing the Republican Party’s “Southern Strategy” and analyzing long-term shifts in U.S. electoral politics.
-
C.
Mike Mitchell
Mike Mitchell is an American film director known for his work on animated and family films such as "Shrek Forever After," "Trolls," and "The Lego Movie 2: The Second Part."
-
D.
Kevin Brady
Kevin Brady is an American Republican politician who represented Texas in the U.S. House of Representatives and chaired the powerful House Ways and Means Committee.
-
E.
Michael D. McDonough
Michael D. McDonough is an American local government official who serves as the mayor of Raytown, Missouri.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513545fc81909e29de7eae1829f7 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09bf304819084fc1b9162c8b48a |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d48a56f881909cc75f45d87c8151 |
completed | March 14, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f99ff08190957b46cd84954f79 |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:13 p.m.