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.