Triple

T21389471
Position Surface form Disambiguated ID Type / Status
Subject Dan Dworkin E527601 entity
Predicate notableWork P4 FINISHED
Object Surface
"Surface" is a television series co-created by writer-producer Dan Dworkin, known for its blend of mystery, science fiction, and character-driven drama.
E1480731 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: Surface | Statement: [Dan Dworkin, notableWork, Surface]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Surface
Context triple: [Dan Dworkin, notableWork, Surface]
  • A. Surface
    Surface is Microsoft's line of touchscreen-based personal computing devices, including laptops, tablets, and 2-in-1 hybrids.
  • B. Surfacing
    Surfacing is a 1972 novel by Margaret Atwood that blends psychological mystery with feminist and environmental themes as it follows a woman’s search for her missing father in rural Quebec.
  • C. Surfacing
    "Surfacing" is a ferocious, fan-favorite metal track by Slipknot, renowned for its aggressive sound and rebellious lyrics that helped define the band's early identity.
  • D. Surfacing
    Surfacing is a 1997 studio album by Canadian singer-songwriter Sarah McLachlan that features some of her most commercially successful and critically acclaimed songs.
  • E. Surface Pressure
    "Surface Pressure" is a popular song from Disney's animated film Encanto, performed by the character Luisa Madrigal as she sings about the emotional burden of being the family's strong, dependable figure.
  • 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: Surface
Triple: [Dan Dworkin, notableWork, Surface]
Generated description
"Surface" is a television series co-created by writer-producer Dan Dworkin, known for its blend of mystery, science fiction, and character-driven drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Surface
Target entity description: "Surface" is a television series co-created by writer-producer Dan Dworkin, known for its blend of mystery, science fiction, and character-driven drama.
  • A. Surface
    Surface is Microsoft's line of touchscreen-based personal computing devices, including laptops, tablets, and 2-in-1 hybrids.
  • B. Surfacing
    Surfacing is a 1972 novel by Margaret Atwood that blends psychological mystery with feminist and environmental themes as it follows a woman’s search for her missing father in rural Quebec.
  • C. Surfacing
    "Surfacing" is a ferocious, fan-favorite metal track by Slipknot, renowned for its aggressive sound and rebellious lyrics that helped define the band's early identity.
  • D. Surfacing
    Surfacing is a 1997 studio album by Canadian singer-songwriter Sarah McLachlan that features some of her most commercially successful and critically acclaimed songs.
  • E. Surface Pressure
    "Surface Pressure" is a popular song from Disney's animated film Encanto, performed by the character Luisa Madrigal as she sings about the emotional burden of being the family's strong, dependable figure.
  • 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b0f8ae288190b43df9fe2841a822 completed April 22, 2026, 11:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09b42a4fa88190a167206cedb206ab completed May 17, 2026, 12:27 p.m.
NEDg Description generation batch_6a09b4bd826c8190968bc43f22a5a290 completed May 17, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09b543ce9881909073c30b7749757b completed May 17, 2026, 12:32 p.m.
Created at: April 16, 2026, 5:13 p.m.