Triple

T23389208
Position Surface form Disambiguated ID Type / Status
Subject Land of the Dead E593965 entity
Predicate mainCharacter P1183 FINISHED
Object Cholo DeMora
Cholo DeMora is a ruthless, opportunistic enforcer who seeks power and status within the fortified city in George A. Romero’s zombie film "Land of the Dead."
E1582312 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: Cholo DeMora | Statement: [Land of the Dead, mainCharacter, Cholo DeMora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cholo DeMora
Context triple: [Land of the Dead, mainCharacter, Cholo DeMora]
  • A. Chino Moreno
    Chino Moreno is an American musician best known as the lead vocalist and primary lyricist of the alternative metal band Deftones.
  • B. Sosa Keef
    Sosa Keef is the nickname of Chief Keef, an influential Chicago drill rapper known for pioneering the genre’s mainstream rise in the early 2010s.
  • C. Paulie Ayala
    Paulie Ayala is an American former professional boxer and two-time world bantamweight champion known for his high-volume, aggressive style and multiple Fight of the Year-caliber bouts.
  • D. El Cholo
    El Cholo is the widely known moniker of Argentine football coach and former midfielder Diego Simeone, famed for his intense, hard-working, and combative style.
  • E. Esai Morales
    Esai Morales is an American actor known for his versatile roles in film and television, including prominent performances in series like NYPD Blue, Ozark, and Titans.
  • 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: Cholo DeMora
Triple: [Land of the Dead, mainCharacter, Cholo DeMora]
Generated description
Cholo DeMora is a ruthless, opportunistic enforcer who seeks power and status within the fortified city in George A. Romero’s zombie film "Land of the Dead."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cholo DeMora
Target entity description: Cholo DeMora is a ruthless, opportunistic enforcer who seeks power and status within the fortified city in George A. Romero’s zombie film "Land of the Dead."
  • A. Chino Moreno
    Chino Moreno is an American musician best known as the lead vocalist and primary lyricist of the alternative metal band Deftones.
  • B. Sosa Keef
    Sosa Keef is the nickname of Chief Keef, an influential Chicago drill rapper known for pioneering the genre’s mainstream rise in the early 2010s.
  • C. Paulie Ayala
    Paulie Ayala is an American former professional boxer and two-time world bantamweight champion known for his high-volume, aggressive style and multiple Fight of the Year-caliber bouts.
  • D. El Cholo
    El Cholo is the widely known moniker of Argentine football coach and former midfielder Diego Simeone, famed for his intense, hard-working, and combative style.
  • E. Esai Morales
    Esai Morales is an American actor known for his versatile roles in film and television, including prominent performances in series like NYPD Blue, Ozark, and Titans.
  • 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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a49a7c14819082aab826715976c5 completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5de999488190be021920241b7f25 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c5e7eb7b481908b3cece1823cf785 completed May 19, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5eef81e48190b62da26fb8d65223 completed May 19, 2026, 1 p.m.
Created at: April 17, 2026, 5:35 p.m.