Triple

T22258253
Position Surface form Disambiguated ID Type / Status
Subject Shoot 'Em Up E550146 entity
Predicate character P662 FINISHED
Object Hertz
Hertz is a ruthless and sadistic henchman who serves as the main antagonist’s right-hand man in the action film "Shoot 'Em Up."
 E1527294 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: Hertz | Statement: [Shoot 'Em Up, character, Hertz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hertz
Context triple: [Shoot 'Em Up, character, Hertz]
  • A. Hertz
    Hertz is a German surname most famously associated with physicist Heinrich Hertz, after whom the unit of frequency is named.
  • B. Hertz
    Hertz is one of the concert halls within the TivoliVredenburg music complex in Utrecht, known for hosting a variety of live performances and cultural events.
  • C. Livi
    Livi is the commonly used nickname for Livingston Football Club, a professional Scottish football team based in Livingston, West Lothian.
  • D. Avis
    Avis is a historic rural municipality in Portugal’s Portalegre District, known for its medieval heritage and scenic Alentejo landscapes.
  • E. Mobil
    Mobil is a major American oil company and fuel brand that became part of ExxonMobil after a 1999 merger.
  • 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: Hertz
Triple: [Shoot 'Em Up, character, Hertz]
Generated description
Hertz is a ruthless and sadistic henchman who serves as the main antagonist’s right-hand man in the action film "Shoot 'Em Up."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hertz
Target entity description: Hertz is a ruthless and sadistic henchman who serves as the main antagonist’s right-hand man in the action film "Shoot 'Em Up."
  • A. Hertz
    Hertz is a German surname most famously associated with physicist Heinrich Hertz, after whom the unit of frequency is named.
  • B. Hertz
    Hertz is one of the concert halls within the TivoliVredenburg music complex in Utrecht, known for hosting a variety of live performances and cultural events.
  • C. Livi
    Livi is the commonly used nickname for Livingston Football Club, a professional Scottish football team based in Livingston, West Lothian.
  • D. Avis
    Avis is a historic rural municipality in Portugal’s Portalegre District, known for its medieval heritage and scenic Alentejo landscapes.
  • E. Mobil
    Mobil is a major American oil company and fuel brand that became part of ExxonMobil after a 1999 merger.
  • 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_69e11e42adb8819087714772ea606709 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f138c4bff48190b4be83f5f7677ac8 completed April 28, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab6681d5881909345d8e83791ba7d completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab6fd3a6881908ea1e8f85eb9d969 completed May 18, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab791bd6c819098b3de570bd08815 completed May 18, 2026, 6:54 a.m.
Created at: April 16, 2026, 8:39 p.m.