Triple
T13961591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Skeleton Twins |
E335806
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Stephanie Langhoff
Stephanie Langhoff is an American film and television producer known for her work on acclaimed independent projects and collaborations with prominent comedic and dramatic talent.
|
E1071682
|
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: Stephanie Langhoff | Statement: [The Skeleton Twins, producer, Stephanie Langhoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephanie Langhoff Context triple: [The Skeleton Twins, producer, Stephanie Langhoff]
-
A.
Stephanie Lewis
Stephanie Lewis is best known as the wife of influential American philosopher David Lewis, a central figure in contemporary analytic philosophy.
-
B.
Stephanie Flynn
Stephanie Flynn is a minor character in the NCIS universe known primarily as one of Leroy Jethro Gibbs’s ex-wives.
-
C.
Stephanie Haymes-Roven
Stephanie Haymes-Roven is an American actress and singer known for her work in film and television and for being part of a prominent entertainment family.
-
D.
Stephanie Smith
Stephanie Smith is a minor character in the 2002 hip-hop drama film "8 Mile," which stars Eminem and follows the Detroit rap battle scene.
-
E.
Melinda Kinnaman
Melinda Kinnaman is an American-Swedish actress known for her work in Swedish film, television, and theatre, including her breakthrough role in the film "My Life as a Dog."
- 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: Stephanie Langhoff Triple: [The Skeleton Twins, producer, Stephanie Langhoff]
Generated description
Stephanie Langhoff is an American film and television producer known for her work on acclaimed independent projects and collaborations with prominent comedic and dramatic talent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephanie Langhoff Target entity description: Stephanie Langhoff is an American film and television producer known for her work on acclaimed independent projects and collaborations with prominent comedic and dramatic talent.
-
A.
Stephanie Lewis
Stephanie Lewis is best known as the wife of influential American philosopher David Lewis, a central figure in contemporary analytic philosophy.
-
B.
Stephanie Flynn
Stephanie Flynn is a minor character in the NCIS universe known primarily as one of Leroy Jethro Gibbs’s ex-wives.
-
C.
Stephanie Haymes-Roven
Stephanie Haymes-Roven is an American actress and singer known for her work in film and television and for being part of a prominent entertainment family.
-
D.
Stephanie Smith
Stephanie Smith is a minor character in the 2002 hip-hop drama film "8 Mile," which stars Eminem and follows the Detroit rap battle scene.
-
E.
Melinda Kinnaman
Melinda Kinnaman is an American-Swedish actress known for her work in Swedish film, television, and theatre, including her breakthrough role in the film "My Life as a Dog."
- 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_69d81c61f3508190aaf2ca0dc0002c59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e7c73d48190b8e02971b5a8ed5f |
completed | April 14, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1d6b2e88190b4d2237413f509ee |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba5eaf3a48190bc93c0fcb2723ef5 |
completed | May 6, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba71a91fc8190b24185994673b33b |
completed | May 6, 2026, 8:39 p.m. |
Created at: April 9, 2026, 10:18 p.m.