Triple

T6577898
Position Surface form Disambiguated ID Type / Status
Subject Debra Messing E157214 entity
Predicate spouse P13 FINISHED
Object Daniel Zelman
Daniel Zelman is an American actor, screenwriter, and television producer known for co-creating the legal thriller series "Damages."
E611863 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: Daniel Zelman | Statement: [Debra Messing, spouse, Daniel Zelman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Zelman
Context triple: [Debra Messing, spouse, Daniel Zelman]
  • A. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • B. Jacob Zeilin
    Jacob Zeilin was the seventh Commandant of the United States Marine Corps, noted for formalizing key Marine Corps symbols and traditions in the 19th century.
  • C. David Zuckerman
    David Zuckerman is an American television producer and writer best known for his work on animated comedy series, including helping develop and produce the hit show Family Guy.
  • D. Sam Zvibleman
    Sam Zvibleman is a filmmaker and television writer-director best known for co-creating and directing the coming-of-age comedy series "PEN15."
  • E. Nathan Zakheim
    Nathan Zakheim is an American art conservator and historian known for preserving and documenting the New Deal–era murals of his father, Bernard Zakheim, and other public artworks.
  • 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: Daniel Zelman
Triple: [Debra Messing, spouse, Daniel Zelman]
Generated description
Daniel Zelman is an American actor, screenwriter, and television producer known for co-creating the legal thriller series "Damages."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Zelman
Target entity description: Daniel Zelman is an American actor, screenwriter, and television producer known for co-creating the legal thriller series "Damages."
  • A. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • B. Jacob Zeilin
    Jacob Zeilin was the seventh Commandant of the United States Marine Corps, noted for formalizing key Marine Corps symbols and traditions in the 19th century.
  • C. David Zuckerman
    David Zuckerman is an American television producer and writer best known for his work on animated comedy series, including helping develop and produce the hit show Family Guy.
  • D. Sam Zvibleman
    Sam Zvibleman is a filmmaker and television writer-director best known for co-creating and directing the coming-of-age comedy series "PEN15."
  • E. Nathan Zakheim
    Nathan Zakheim is an American art conservator and historian known for preserving and documenting the New Deal–era murals of his father, Bernard Zakheim, and other public artworks.
  • 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_69c6882b3a108190b3a9eb343ae4162c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae74fd90819091d67eec6381d5e0 completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f78896b48190a8d993c207d01a7e completed March 27, 2026, 9:32 p.m.
NEDg Description generation batch_69c6f8f4b20481908c741d2decdf56d3 completed March 27, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69c6f99273cc81909d1d3160e79261a0 completed March 27, 2026, 9:41 p.m.
Created at: March 27, 2026, 1:54 p.m.