Triple
T6975929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope Floats |
E161717
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Sandy Gallin
Sandy Gallin was an American talent manager and film and television producer known for representing major entertainers and producing popular Hollywood projects.
|
E638660
|
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: Sandy Gallin | Statement: [Hope Floats, producer, Sandy Gallin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sandy Gallin Context triple: [Hope Floats, producer, Sandy Gallin]
-
A.
Sandy Saddler
Sandy Saddler was an American professional boxer renowned for his punching power and for being one of the greatest featherweights in boxing history, best known for his rivalry with Willie Pep.
-
B.
Sarah Sands
Sarah Sands is a British journalist and editor best known for her leadership roles at major UK publications, including serving as editor of the London Evening Standard and later as editor of BBC Radio 4’s Today programme.
-
C.
Sandy Climan
Sandy Climan is an American entertainment industry executive and film producer known for his leadership roles in Hollywood and involvement in major studio projects.
-
D.
Milynn Sarley
Milynn Sarley is an American actress and internet personality known for her roles in low-budget fantasy and action films as well as her presence in online geek and gaming communities.
-
E.
Sandy Miller
Sandy Miller is a fictional nurse character featured in the American television series "Nurses."
- 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: Sandy Gallin Triple: [Hope Floats, producer, Sandy Gallin]
Generated description
Sandy Gallin was an American talent manager and film and television producer known for representing major entertainers and producing popular Hollywood projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sandy Gallin Target entity description: Sandy Gallin was an American talent manager and film and television producer known for representing major entertainers and producing popular Hollywood projects.
-
A.
Sandy Saddler
Sandy Saddler was an American professional boxer renowned for his punching power and for being one of the greatest featherweights in boxing history, best known for his rivalry with Willie Pep.
-
B.
Sarah Sands
Sarah Sands is a British journalist and editor best known for her leadership roles at major UK publications, including serving as editor of the London Evening Standard and later as editor of BBC Radio 4’s Today programme.
-
C.
Sandy Climan
Sandy Climan is an American entertainment industry executive and film producer known for his leadership roles in Hollywood and involvement in major studio projects.
-
D.
Milynn Sarley
Milynn Sarley is an American actress and internet personality known for her roles in low-budget fantasy and action films as well as her presence in online geek and gaming communities.
-
E.
Sandy Miller
Sandy Miller is a fictional nurse character featured in the American television series "Nurses."
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3d3ab08190b107f3229c357dd2 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c78839d37c8190a127c01e2aeb71ee |
completed | March 28, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69c78a501f7c8190a399fcda067cfd78 |
completed | March 28, 2026, 7:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78ac373108190ac5186948c8617ec |
completed | March 28, 2026, 8:01 a.m. |
Created at: March 27, 2026, 2:31 p.m.