Triple
T18048008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hungry Eyes |
E431841
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Don Gehman
Don Gehman is an American record producer best known for his work with artists like John Mellencamp, R.E.M., and Hootie & the Blowfish, helping shape the sound of 1980s and 1990s rock.
|
E1383902
|
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: Don Gehman | Statement: [Hungry Eyes, producer, Don Gehman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Don Gehman Context triple: [Hungry Eyes, producer, Don Gehman]
-
A.
Richard Gehman
Richard Gehman was an American journalist and prolific magazine and nonfiction writer active in the mid-20th century.
-
B.
Greg Ganske
Greg Ganske is an American plastic surgeon and Republican politician who represented Iowa in the U.S. House of Representatives from 1995 to 2003.
-
C.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
D.
Chris Gorman
Chris Gorman is a musician best known as a member of the Scottish rock band Belly.
-
E.
Don Brautigam
Don Brautigam was an American illustrator best known for his striking, realistic cover art for horror and thriller novels, including works by Stephen King.
- 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: Don Gehman Triple: [Hungry Eyes, producer, Don Gehman]
Generated description
Don Gehman is an American record producer best known for his work with artists like John Mellencamp, R.E.M., and Hootie & the Blowfish, helping shape the sound of 1980s and 1990s rock.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Don Gehman Target entity description: Don Gehman is an American record producer best known for his work with artists like John Mellencamp, R.E.M., and Hootie & the Blowfish, helping shape the sound of 1980s and 1990s rock.
-
A.
Richard Gehman
Richard Gehman was an American journalist and prolific magazine and nonfiction writer active in the mid-20th century.
-
B.
Greg Ganske
Greg Ganske is an American plastic surgeon and Republican politician who represented Iowa in the U.S. House of Representatives from 1995 to 2003.
-
C.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
D.
Chris Gorman
Chris Gorman is a musician best known as a member of the Scottish rock band Belly.
-
E.
Don Brautigam
Don Brautigam was an American illustrator best known for his striking, realistic cover art for horror and thriller novels, including works by Stephen King.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4bff39394819080407e1614bd5da9 |
completed | April 19, 2026, 11:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0757617d188190bca3b093b6230405 |
completed | May 15, 2026, 5:26 p.m. |
| NEDg | Description generation | batch_6a07583fc26481908bd2f00c19f3b4cd |
completed | May 15, 2026, 5:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07594a23ac81908807df4605555d3f |
completed | May 15, 2026, 5:35 p.m. |
Created at: April 10, 2026, 10:25 a.m.