Triple

T2987797
Position Surface form Disambiguated ID Type / Status
Subject Hoth E80668 entity
Predicate defenseForces P44512 FINISHED
Object T-47 airspeeders
T-47 airspeeders are Rebel Alliance repulsorlift vehicles, famously modified into snowspeeders for use in the Battle of Hoth in Star Wars: The Empire Strikes Back.
E320164 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: T-47 airspeeders | Statement: [Hoth, defenseForces, T-47 airspeeders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: T-47 airspeeders
Context triple: [Hoth, defenseForces, T-47 airspeeders]
  • A. P-Wing
    P-Wing is a special power-up item in the Super Mario series that grants Mario continuous flight for an entire level.
  • B. AT-ST walkers
    AT-ST walkers are bipedal, lightly armored Imperial combat vehicles from the Star Wars universe, used for reconnaissance and infantry support with chin-mounted blasters and side cannons.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: T-47 airspeeders
Triple: [Hoth, defenseForces, T-47 airspeeders]
Generated description
T-47 airspeeders are Rebel Alliance repulsorlift vehicles, famously modified into snowspeeders for use in the Battle of Hoth in Star Wars: The Empire Strikes Back.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: T-47 airspeeders
Target entity description: T-47 airspeeders are Rebel Alliance repulsorlift vehicles, famously modified into snowspeeders for use in the Battle of Hoth in Star Wars: The Empire Strikes Back.
  • A. P-Wing
    P-Wing is a special power-up item in the Super Mario series that grants Mario continuous flight for an entire level.
  • B. AT-ST walkers
    AT-ST walkers are bipedal, lightly armored Imperial combat vehicles from the Star Wars universe, used for reconnaissance and infantry support with chin-mounted blasters and side cannons.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: defenseForces
Context triple: [Hoth, defenseForces, T-47 airspeeders]
  • A. defense
    Indicates an action or relationship in which an entity protects, guards, or resists against a threat, attack, or criticism from another entity.
  • B. groundForces
    Indicates that one entity deploys, commands, or involves military forces operating on land in relation to another entity or context.
  • C. defenseResult
    Indicates the outcome or consequence of a defensive action or strategy in response to an attack or threat.
  • D. defends
    Indicates that one entity protects or supports another entity against attack, criticism, or harm.
  • E. besiegingForce
    Indicates a military group that is surrounding and attacking a target location or force in an attempt to capture or subdue it.
  • 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_69b1de999ff88190824ecdc164496d37 completed March 11, 2026, 9:28 p.m.
NEDg Description generation batch_69b1df61bb208190b7714ff14ff81a99 completed March 11, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b1dfd8fc5481908f1e130226d606fb completed March 11, 2026, 9:34 p.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.