Triple
T13609692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marta Kauffman |
E325155
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Sam Skloff
Sam Skloff is the child of television writer and producer Marta Kauffman, best known as the co-creator of the sitcom "Friends."
|
E1092109
|
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: Sam Skloff | Statement: [Marta Kauffman, hasChild, Sam Skloff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Skloff Context triple: [Marta Kauffman, hasChild, Sam Skloff]
-
A.
Michael Skloff
Michael Skloff is an American composer best known for co-writing and arranging the iconic theme song for the television series "Friends."
-
B.
Sam Flusky
Sam Flusky is a wealthy, tormented ex-convict and landowner in colonial Australia who becomes entangled in a tense romantic and psychological drama in Alfred Hitchcock’s film "Under Capricorn."
-
C.
Ron Walotsky
Ron Walotsky was an American fantasy and science fiction artist known for his distinctive, surreal cover illustrations for genre novels and magazines.
-
D.
Andy Shernoff
Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
-
E.
Jed Schlanger
Jed Schlanger is a film producer best known for his work on the animated adventure feature "The Sea Beast."
- 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: Sam Skloff Triple: [Marta Kauffman, hasChild, Sam Skloff]
Generated description
Sam Skloff is the child of television writer and producer Marta Kauffman, best known as the co-creator of the sitcom "Friends."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Skloff Target entity description: Sam Skloff is the child of television writer and producer Marta Kauffman, best known as the co-creator of the sitcom "Friends."
-
A.
Michael Skloff
chosen
Michael Skloff is an American composer best known for co-writing and arranging the iconic theme song for the television series "Friends."
-
B.
Sam Flusky
Sam Flusky is a wealthy, tormented ex-convict and landowner in colonial Australia who becomes entangled in a tense romantic and psychological drama in Alfred Hitchcock’s film "Under Capricorn."
-
C.
Ron Walotsky
Ron Walotsky was an American fantasy and science fiction artist known for his distinctive, surreal cover illustrations for genre novels and magazines.
-
D.
Andy Shernoff
Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
-
E.
Jed Schlanger
Jed Schlanger is a film producer best known for his work on the animated adventure feature "The Sea Beast."
- F. None of above.
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_69d8076aae28819092cf636190ee5529 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb07f462c8190b5b5e115d550037f |
completed | April 12, 2026, 2:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd466ac0f08190b99dd4cdcef339c6 |
completed | May 8, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69fd47061cb081909abe5fe35aa03ead |
completed | May 8, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4781a6788190a2174a87e00a1fd8 |
completed | May 8, 2026, 2:16 a.m. |
Created at: April 9, 2026, 9:50 p.m.