Triple

T8023100
Position Surface form Disambiguated ID Type / Status
Subject Without You E186785 entity
Predicate writer P1360 FINISHED
Object Zachary Seman
Zachary Seman is a songwriter and music producer known for his work on contemporary pop and R&B tracks.
E727233 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: Zachary Seman | Statement: [Without You, writer, Zachary Seman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zachary Seman
Context triple: [Without You, writer, Zachary Seman]
  • A. Zach Appelman
    Zach Appelman is an American actor known for his work in television, film, and theater, including a notable role in the supernatural drama series "Sleepy Hollow."
  • B. Zach Roerig
    Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
  • C. Zachary Williams
    Zachary Williams is the eldest son of the late American actor and comedian Robin Williams.
  • D. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • E. Zane Weiner
    Zane Weiner is a film producer best known for his work on major fantasy epics, including Peter Jackson’s The Hobbit film series.
  • 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: Zachary Seman
Triple: [Without You, writer, Zachary Seman]
Generated description
Zachary Seman is a songwriter and music producer known for his work on contemporary pop and R&B tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zachary Seman
Target entity description: Zachary Seman is a songwriter and music producer known for his work on contemporary pop and R&B tracks.
  • A. Zach Appelman
    Zach Appelman is an American actor known for his work in television, film, and theater, including a notable role in the supernatural drama series "Sleepy Hollow."
  • B. Zach Roerig
    Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
  • C. Zachary Williams
    Zachary Williams is the eldest son of the late American actor and comedian Robin Williams.
  • D. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • E. Zane Weiner
    Zane Weiner is a film producer best known for his work on major fantasy epics, including Peter Jackson’s The Hobbit film series.
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8fb6788190a16413051ec26988 completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc64982d08190976144beafcd231d completed April 2, 2026, 1:28 a.m.
NEDg Description generation batch_69cdcb8cbd3c8190b467ecbcf55231e9 completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdccff097c819099a33612504468e1 completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:21 p.m.