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.