Triple

T15682265
Position Surface form Disambiguated ID Type / Status
Subject John Winger E377605 entity
Predicate notableVehicleInPlot P119739 FINISHED
Object EM-50 Urban Assault Vehicle
The EM-50 Urban Assault Vehicle is a heavily armed, high-tech recreational vehicle used as a covert military weapon in the 1981 comedy film "Stripes."
E1170784 NE FINISHED

How this triple was built (5 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: EM-50 Urban Assault Vehicle | Statement: [John Winger, notableVehicleInPlot, EM-50 Urban Assault Vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EM-50 Urban Assault Vehicle
Context triple: [John Winger, notableVehicleInPlot, EM-50 Urban Assault Vehicle]
  • A. ARAVIS armored vehicle
    The ARAVIS armored vehicle is a French-made, highly protected 4x4 mine-resistant and ambush-protected (MRAP) vehicle designed for troop transport and reconnaissance in high-threat environments.
  • B. Titus armored vehicle
    The Titus armored vehicle is a modern, modular 6x6 wheeled infantry fighting and troop transport platform designed for high mobility and protection in diverse combat and security operations.
  • C. Ratel infantry fighting vehicle
    The Ratel infantry fighting vehicle is a South African-designed, wheeled, armored combat vehicle known for its mobility, firepower, and extensive use in regional conflicts during the late 20th century.
  • D. Marder infantry fighting vehicle
    The Marder infantry fighting vehicle is a German-tracked armored combat vehicle designed to transport and protect infantry while providing substantial fire support on the battlefield.
  • E. Dingo armored vehicle
    The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
  • 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: EM-50 Urban Assault Vehicle
Triple: [John Winger, notableVehicleInPlot, EM-50 Urban Assault Vehicle]
Generated description
The EM-50 Urban Assault Vehicle is a heavily armed, high-tech recreational vehicle used as a covert military weapon in the 1981 comedy film "Stripes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EM-50 Urban Assault Vehicle
Target entity description: The EM-50 Urban Assault Vehicle is a heavily armed, high-tech recreational vehicle used as a covert military weapon in the 1981 comedy film "Stripes."
  • A. ARAVIS armored vehicle
    The ARAVIS armored vehicle is a French-made, highly protected 4x4 mine-resistant and ambush-protected (MRAP) vehicle designed for troop transport and reconnaissance in high-threat environments.
  • B. Titus armored vehicle
    The Titus armored vehicle is a modern, modular 6x6 wheeled infantry fighting and troop transport platform designed for high mobility and protection in diverse combat and security operations.
  • C. Ratel infantry fighting vehicle
    The Ratel infantry fighting vehicle is a South African-designed, wheeled, armored combat vehicle known for its mobility, firepower, and extensive use in regional conflicts during the late 20th century.
  • D. Marder infantry fighting vehicle
    The Marder infantry fighting vehicle is a German-tracked armored combat vehicle designed to transport and protect infantry while providing substantial fire support on the battlefield.
  • E. Dingo armored vehicle
    The Dingo armored vehicle is a German-made, highly protected, all-terrain military transport designed for troop movement, patrol, and reconnaissance in conflict zones.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableVehicleInPlot
Context triple: [John Winger, notableVehicleInPlot, EM-50 Urban Assault Vehicle]
  • A. notableCar
    Indicates that the subject is a car recognized for its significance, prominence, or special interest (e.g., historically, culturally, or technically).
  • B. notableVehicleNumber
    Indicates that a specific vehicle is identified as notable or significant by a particular number or identifier.
  • C. starVehicleFor
    Indicates that one entity serves as the primary or featured vehicle associated with another entity, such as a person, production, or event.
  • D. producedVehicle
    Indicates that one entity manufactured or created a particular vehicle.
  • E. intendedVehicle
    Indicates that one entity is the vehicle that another entity plans or is meant to use.
  • F. None of above. chosen

Provenance (7 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f306a1c8190a819541a3cc51f5a completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ee4c8688190ae2fefb56171161a completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff705476008190b6151491bf89654e completed May 9, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_69ff70ea739081909f63657c8fd6fa81 completed May 9, 2026, 5:37 p.m.
PD Predicate disambiguation batch_69deda8c856c8190882330114f9a1a5f completed April 15, 2026, 12:23 a.m.
PDg Predicate description generation batch_69dff7f3016c8190ac68d76e65e07af4 completed April 15, 2026, 8:41 p.m.
Created at: April 10, 2026, 4:16 a.m.