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.