Triple

T2987795
Position Surface form Disambiguated ID Type / Status
Subject Hoth E80668 entity
Predicate imperialAssaultUnits P44511 FINISHED
Object AT-AT walkers
AT-AT walkers are massive, four-legged armored combat vehicles used by the Galactic Empire in Star Wars, most famously during the Battle of Hoth.
E315966 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: AT-AT walkers | Statement: [Hoth, imperialAssaultUnits, AT-AT walkers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AT-AT walkers
Context triple: [Hoth, imperialAssaultUnits, AT-AT walkers]
  • A. AT-7 Navigator
    The AT-7 Navigator was a World War II-era U.S. Army Air Forces navigation trainer aircraft derived from the Beechcraft Model 18 platform.
  • B. T-33 Shooting Star
    The T-33 Shooting Star is an American jet trainer aircraft developed from the Lockheed P-80 that became one of the world’s most widely used jet training platforms during the early Cold War era.
  • C. X-wing starfighter
    The X-wing starfighter is an iconic Rebel Alliance and Resistance starfighter from the Star Wars franchise, known for its distinctive S-foils and pivotal role in battles against the Galactic Empire and First Order.
  • D. P-Wing
    P-Wing is a special power-up item in the Super Mario series that grants Mario continuous flight for an entire level.
  • E. Millennium Falcon
    The Millennium Falcon is the iconic, heavily modified Corellian YT-1300 light freighter from Star Wars, famed as Han Solo’s fast and resilient smuggling ship that played a crucial role in the Rebel Alliance’s victories.
  • 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: AT-AT walkers
Triple: [Hoth, imperialAssaultUnits, AT-AT walkers]
Generated description
AT-AT walkers are massive, four-legged armored combat vehicles used by the Galactic Empire in Star Wars, most famously during the Battle of Hoth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AT-AT walkers
Target entity description: AT-AT walkers are massive, four-legged armored combat vehicles used by the Galactic Empire in Star Wars, most famously during the Battle of Hoth.
  • A. AT-7 Navigator
    The AT-7 Navigator was a World War II-era U.S. Army Air Forces navigation trainer aircraft derived from the Beechcraft Model 18 platform.
  • B. T-33 Shooting Star
    The T-33 Shooting Star is an American jet trainer aircraft developed from the Lockheed P-80 that became one of the world’s most widely used jet training platforms during the early Cold War era.
  • C. X-wing starfighter
    The X-wing starfighter is an iconic Rebel Alliance and Resistance starfighter from the Star Wars franchise, known for its distinctive S-foils and pivotal role in battles against the Galactic Empire and First Order.
  • D. P-Wing
    P-Wing is a special power-up item in the Super Mario series that grants Mario continuous flight for an entire level.
  • E. Millennium Falcon
    The Millennium Falcon is the iconic, heavily modified Corellian YT-1300 light freighter from Star Wars, famed as Han Solo’s fast and resilient smuggling ship that played a crucial role in the Rebel Alliance’s victories.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: imperialAssaultUnits
Context triple: [Hoth, imperialAssaultUnits, AT-AT walkers]
  • A. typeOfTroops
    Indicates the specific category or kind of military forces involved in or associated with an entity or event.
  • B. alliedUnit
    Indicates that one unit is associated as an ally or cooperative partner with another unit, typically sharing goals or working together.
  • C. garrisonedUnit
    Indicates that one unit is stationed inside, occupying, or defending another entity such as a building, vehicle, or fortification.
  • D. isRegularArmyUnit
    Indicates that the entity functions as a formal, organized military unit within a country's regular (non-irregular) armed forces.
  • E. offensiveForce
    Indicates the use or application of aggressive or attacking power or violence by one entity against another.
  • 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99c9cdd081908fa8094a3ac1f8d3 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108fe2568819083a8f97b37dc8340 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10b8230b08190b9b572a81b3cf094 completed March 11, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69b10bc9d6648190bfb161bc7699926e completed March 11, 2026, 6:29 a.m.
PD Predicate disambiguation batch_69ad961403108190bbecb8d3608fd4e0 completed March 8, 2026, 3:30 p.m.
PDg Predicate description generation batch_69ad97f5d28c8190899d90204dc43428 completed March 8, 2026, 3:38 p.m.
Created at: March 8, 2026, 2:59 p.m.