Triple

T14172836
Position Surface form Disambiguated ID Type / Status
Subject Dawn of the Dead E351254 entity
Predicate portrayedBy P1507 FINISHED
Object David Emge
David Emge is an American actor best known for playing helicopter pilot Stephen in George A. Romero’s classic zombie film "Dawn of the Dead."
E1117553 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: David Emge | Statement: [Dawn of the Dead, portrayedBy, David Emge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Emge
Context triple: [Dawn of the Dead, portrayedBy, David Emge]
  • A. David Embick
    David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
  • B. Robert Eideman
    Robert Eideman was a Soviet military commander and Red Army officer prominent during the Russian Civil War and later a victim of Stalin’s Great Purge.
  • C. Eric Lamonsoff
    Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
  • D. Richard Feetham
    Richard Feetham was a South African lawyer, judge, and politician known for his role in constitutional and municipal reform in South Africa and other parts of the British Empire.
  • E. David Ellingson
    David Ellingson is a songwriter best known for co-writing the hit ballad "Don't Fall in Love with a Dreamer," popularized by Kenny Rogers and Kim Carnes.
  • 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: David Emge
Triple: [Dawn of the Dead, portrayedBy, David Emge]
Generated description
David Emge is an American actor best known for playing helicopter pilot Stephen in George A. Romero’s classic zombie film "Dawn of the Dead."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Emge
Target entity description: David Emge is an American actor best known for playing helicopter pilot Stephen in George A. Romero’s classic zombie film "Dawn of the Dead."
  • A. David Embick
    David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
  • B. Robert Eideman
    Robert Eideman was a Soviet military commander and Red Army officer prominent during the Russian Civil War and later a victim of Stalin’s Great Purge.
  • C. Eric Lamonsoff
    Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
  • D. Richard Feetham
    Richard Feetham was a South African lawyer, judge, and politician known for his role in constitutional and municipal reform in South Africa and other parts of the British Empire.
  • E. David Ellingson
    David Ellingson is a songwriter best known for co-writing the hit ballad "Don't Fall in Love with a Dreamer," popularized by Kenny Rogers and Kim Carnes.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b5dcbc8190b0cfcce5e6c6d582 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb710b34819094e3387a3ef6fcff completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe025c0a9881908d76aeb534087913 completed May 8, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69fe02aac1448190939e4d271262b77b completed May 8, 2026, 3:35 p.m.
Created at: April 10, 2026, 1:01 a.m.