Triple
T13537525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Devious Maids |
E323299
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Larry Shuman
Larry Shuman is a television producer best known for serving as an executive producer on the comedy-drama series "Devious Maids."
|
E1069427
|
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: Larry Shuman | Statement: [Devious Maids, executiveProducer, Larry Shuman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry Shuman Context triple: [Devious Maids, executiveProducer, Larry Shuman]
-
A.
Fred Hechinger
Fred Hechinger is an American actor known for his roles in films and television series such as "The White Lotus," "Eighth Grade," and "The Woman in the Window."
-
B.
George Massenburg
George Massenburg is an acclaimed American recording engineer, producer, and inventor renowned for his pioneering work in audio technology and studio production.
-
C.
Kirk Gleason
Kirk Gleason is a quirky, multi-job-holding resident of Stars Hollow on the television series "Gilmore Girls," known for his eccentric personality and comedic antics.
-
D.
Paul Bolen
Paul Bolen is a musician known for being a member of the Celtic rock band O'Malley's March.
-
E.
Lloyd Hubler
Lloyd Hubler is a cinematographer best known for his work on the animated film "Megamind."
- 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: Larry Shuman Triple: [Devious Maids, executiveProducer, Larry Shuman]
Generated description
Larry Shuman is a television producer best known for serving as an executive producer on the comedy-drama series "Devious Maids."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry Shuman Target entity description: Larry Shuman is a television producer best known for serving as an executive producer on the comedy-drama series "Devious Maids."
-
A.
Fred Hechinger
Fred Hechinger is an American actor known for his roles in films and television series such as "The White Lotus," "Eighth Grade," and "The Woman in the Window."
-
B.
George Massenburg
George Massenburg is an acclaimed American recording engineer, producer, and inventor renowned for his pioneering work in audio technology and studio production.
-
C.
Kirk Gleason
Kirk Gleason is a quirky, multi-job-holding resident of Stars Hollow on the television series "Gilmore Girls," known for his eccentric personality and comedic antics.
-
D.
Paul Bolen
Paul Bolen is a musician known for being a member of the Celtic rock band O'Malley's March.
-
E.
Lloyd Hubler
Lloyd Hubler is a cinematographer best known for his work on the animated film "Megamind."
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafbe39948190808062d4eff91841 |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce5ecad88190b7c8236969d9abc7 |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f7cef1ec7c8190aabca09b8bf92202 |
completed | May 3, 2026, 10:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7cf4bbb308190943a1a06715ff0a0 |
completed | May 3, 2026, 10:42 p.m. |
Created at: April 9, 2026, 9:45 p.m.