Triple

T13267608
Position Surface form Disambiguated ID Type / Status
Subject Battle of Hoth E315961 entity
Predicate featuresVehicle P16722 FINISHED
Object All Terrain Armored Transport
The All Terrain Armored Transport (AT-AT) is a massive, four-legged Imperial combat walker from the Star Wars universe, known for its heavy armor, towering height, and use in ground assaults against Rebel forces.
E1031296 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: All Terrain Armored Transport | Statement: [Battle of Hoth, featuresVehicle, All Terrain Armored Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: All Terrain Armored Transport
Context triple: [Battle of Hoth, featuresVehicle, All Terrain Armored Transport]
  • A. Humvee
    The Humvee is a rugged, high-mobility military vehicle used extensively by the U.S. armed forces and known for inspiring the civilian Hummer line.
  • B. M2 Bradley infantry fighting vehicle
    The M2 Bradley infantry fighting vehicle is a U.S.-designed, tracked armored combat vehicle that transports infantry while providing substantial firepower and battlefield reconnaissance capabilities.
  • C. M113 armoured personnel carrier
    The M113 armoured personnel carrier is a widely used, fully tracked armored vehicle designed to transport infantry safely on the battlefield and has seen extensive service in numerous armies worldwide since the 1960s.
  • D. 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.
  • E. M1140 FMTV 6x6 truck
    The M1140 FMTV 6x6 truck is a medium tactical military vehicle platform used by the U.S. Army, notably serving as the wheeled carrier for systems like the HIMARS rocket launcher.
  • 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: All Terrain Armored Transport
Triple: [Battle of Hoth, featuresVehicle, All Terrain Armored Transport]
Generated description
The All Terrain Armored Transport (AT-AT) is a massive, four-legged Imperial combat walker from the Star Wars universe, known for its heavy armor, towering height, and use in ground assaults against Rebel forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: All Terrain Armored Transport
Target entity description: The All Terrain Armored Transport (AT-AT) is a massive, four-legged Imperial combat walker from the Star Wars universe, known for its heavy armor, towering height, and use in ground assaults against Rebel forces.
  • A. Humvee
    The Humvee is a rugged, high-mobility military vehicle used extensively by the U.S. armed forces and known for inspiring the civilian Hummer line.
  • B. M2 Bradley infantry fighting vehicle
    The M2 Bradley infantry fighting vehicle is a U.S.-designed, tracked armored combat vehicle that transports infantry while providing substantial firepower and battlefield reconnaissance capabilities.
  • C. M113 armoured personnel carrier
    The M113 armoured personnel carrier is a widely used, fully tracked armored vehicle designed to transport infantry safely on the battlefield and has seen extensive service in numerous armies worldwide since the 1960s.
  • D. 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.
  • E. M1140 FMTV 6x6 truck
    The M1140 FMTV 6x6 truck is a medium tactical military vehicle platform used by the U.S. Army, notably serving as the wheeled carrier for systems like the HIMARS rocket launcher.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901e44bc8190966f87ae219d6bf4 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4cc20881909b1ca6623e5b1988 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70bc5111c8190ae5b098c806bb845 completed May 3, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69f70ca343f08190b6484f464ed40810 completed May 3, 2026, 8:51 a.m.
Created at: April 9, 2026, 9:25 p.m.