Triple
T14363016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | We're the Millers |
E356151
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Happy Walters
Happy Walters is an American film producer and talent manager known for his work on popular comedies and for representing high-profile entertainment and sports clients.
|
E1094623
|
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: Happy Walters | Statement: [We're the Millers, producer, Happy Walters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Happy Walters Context triple: [We're the Millers, producer, Happy Walters]
-
A.
Ian Walters
Ian Walters was a British sculptor best known for his politically engaged public monuments, including prominent statues of anti-apartheid leader Nelson Mandela.
-
B.
Sam Watters
Sam Watters is an American songwriter and record producer best known as a member of the 1990s R&B group Color Me Badd and for writing and producing hits for artists like Jessica Simpson, Kelly Clarkson, and Anastacia.
-
C.
Michael Watts
Michael Watts is a notable individual whose name is associated with the surname Watts, though additional context is needed to distinguish his specific identity or achievements.
-
D.
Andrew Loog Oldham
Andrew Loog Oldham is a British record producer and former manager best known for shaping the early career and sound of The Rolling Stones in the 1960s.
-
E.
Tim Welsh
Tim Welsh is an American college basketball coach best known for his successful tenure leading the Providence College Friars in the late 1990s and early 2000s.
- 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: Happy Walters Triple: [We're the Millers, producer, Happy Walters]
Generated description
Happy Walters is an American film producer and talent manager known for his work on popular comedies and for representing high-profile entertainment and sports clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Happy Walters Target entity description: Happy Walters is an American film producer and talent manager known for his work on popular comedies and for representing high-profile entertainment and sports clients.
-
A.
Ian Walters
Ian Walters was a British sculptor best known for his politically engaged public monuments, including prominent statues of anti-apartheid leader Nelson Mandela.
-
B.
Sam Watters
Sam Watters is an American songwriter and record producer best known as a member of the 1990s R&B group Color Me Badd and for writing and producing hits for artists like Jessica Simpson, Kelly Clarkson, and Anastacia.
-
C.
Michael Watts
Michael Watts is a notable individual whose name is associated with the surname Watts, though additional context is needed to distinguish his specific identity or achievements.
-
D.
Andrew Loog Oldham
Andrew Loog Oldham is a British record producer and former manager best known for shaping the early career and sound of The Rolling Stones in the 1960s.
-
E.
Tim Welsh
Tim Welsh is an American college basketball coach best known for his successful tenure leading the Providence College Friars in the late 1990s and early 2000s.
- 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_69d8279163a081908aec45c0e3f1e02f |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8fabec088190bd8128371b29e958 |
completed | April 14, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c4aba788190bd5ab8cbc772dcf1 |
completed | May 8, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fd4cd74d188190996367ab885c5531 |
completed | May 8, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4d5b489081908016e62d4db476ce |
completed | May 8, 2026, 2:41 a.m. |
Created at: April 10, 2026, 1:15 a.m.