Triple

T14172835
Position Surface form Disambiguated ID Type / Status
Subject Dawn of the Dead E351254 entity
Predicate mainCharacter P1183 FINISHED
Object Roger DeMarco
Roger DeMarco is a SWAT officer and one of the central survivors in George A. Romero’s horror film "Dawn of the Dead," known for his camaraderie with fellow protagonist Peter and his tragic fate amid the zombie apocalypse.
E1143544 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: Roger DeMarco | Statement: [Dawn of the Dead, mainCharacter, Roger DeMarco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roger DeMarco
Context triple: [Dawn of the Dead, mainCharacter, Roger DeMarco]
  • A. Charlie DeMarco
    Charlie DeMarco is a fictional character portrayed by Vanessa Ferlito, best known as one of the central figures in the crime drama series "Graceland."
  • B. Chris D'Arienzo
    Chris D'Arienzo is an American writer and director best known for creating and writing the jukebox musical "Rock of Ages" and its film adaptation.
  • C. Jason DeMarco
    Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
  • D. John Marascalco
    John Marascalco is an American songwriter best known for co-writing several early rock and roll hits, including classics recorded by Little Richard.
  • E. Matt DeRoss
    Matt DeRoss is a film producer best known for his work on the critically acclaimed drama "The End of the Tour."
  • 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: Roger DeMarco
Triple: [Dawn of the Dead, mainCharacter, Roger DeMarco]
Generated description
Roger DeMarco is a SWAT officer and one of the central survivors in George A. Romero’s horror film "Dawn of the Dead," known for his camaraderie with fellow protagonist Peter and his tragic fate amid the zombie apocalypse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roger DeMarco
Target entity description: Roger DeMarco is a SWAT officer and one of the central survivors in George A. Romero’s horror film "Dawn of the Dead," known for his camaraderie with fellow protagonist Peter and his tragic fate amid the zombie apocalypse.
  • A. Charlie DeMarco
    Charlie DeMarco is a fictional character portrayed by Vanessa Ferlito, best known as one of the central figures in the crime drama series "Graceland."
  • B. Chris D'Arienzo
    Chris D'Arienzo is an American writer and director best known for creating and writing the jukebox musical "Rock of Ages" and its film adaptation.
  • C. Jason DeMarco
    Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
  • D. John Marascalco
    John Marascalco is an American songwriter best known for co-writing several early rock and roll hits, including classics recorded by Little Richard.
  • E. Matt DeRoss
    Matt DeRoss is a film producer best known for his work on the critically acclaimed drama "The End of the Tour."
  • 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_69fed31670a48190a606e812a2aa0a6e completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed45bfb0c8190a0a02c51b027bd64 completed May 9, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69fed4c6aaf88190af2f1d3a1280b825 completed May 9, 2026, 6:31 a.m.
Created at: April 10, 2026, 1:01 a.m.