Triple
T13188824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TOW missile launcher |
E313928
|
entity |
| Predicate | usedWith |
P4791
|
FINISHED |
| Object |
BGM-71 TOW missile
The BGM-71 TOW is a long-range, tube-launched, optically tracked, wire-guided anti-tank missile system widely used by U.S. and allied forces since the Cold War.
|
E313928
|
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: BGM-71 TOW missile | Statement: [TOW missile launcher, usedWith, BGM-71 TOW missile]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BGM-71 TOW missile Context triple: [TOW missile launcher, usedWith, BGM-71 TOW missile]
-
A.
TOW missile launcher
The TOW missile launcher is a tube-launched, optically tracked, wire-guided anti-tank guided missile system used to destroy armored vehicles and fortified positions.
-
B.
ATACMS missile
The ATACMS missile is a long-range, precision-guided tactical ballistic missile used by the U.S. Army to strike high-value targets deep behind enemy lines.
-
C.
FIM-92 Stinger missile
The FIM-92 Stinger missile is a U.S.-made, shoulder-fired infrared homing surface-to-air missile widely known for its pivotal role in enabling Afghan mujahideen to shoot down Soviet aircraft during the Soviet–Afghan War.
-
D.
M270 MLRS
The M270 MLRS is a tracked, armored multiple launch rocket system used by several NATO and allied armies to deliver rapid, long-range rocket and missile fire support.
-
E.
SA-7 Grail man-portable air-defense system
The SA-7 Grail is a Soviet-designed, shoulder-fired surface-to-air missile system intended to provide infantry units with portable defense against low-flying aircraft and helicopters.
- 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: BGM-71 TOW missile Triple: [TOW missile launcher, usedWith, BGM-71 TOW missile]
Generated description
The BGM-71 TOW is a long-range, tube-launched, optically tracked, wire-guided anti-tank missile system widely used by U.S. and allied forces since the Cold War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BGM-71 TOW missile Target entity description: The BGM-71 TOW is a long-range, tube-launched, optically tracked, wire-guided anti-tank missile system widely used by U.S. and allied forces since the Cold War.
-
A.
TOW missile launcher
chosen
The TOW missile launcher is a tube-launched, optically tracked, wire-guided anti-tank guided missile system used to destroy armored vehicles and fortified positions.
-
B.
ATACMS missile
The ATACMS missile is a long-range, precision-guided tactical ballistic missile used by the U.S. Army to strike high-value targets deep behind enemy lines.
-
C.
FIM-92 Stinger missile
The FIM-92 Stinger missile is a U.S.-made, shoulder-fired infrared homing surface-to-air missile widely known for its pivotal role in enabling Afghan mujahideen to shoot down Soviet aircraft during the Soviet–Afghan War.
-
D.
M270 MLRS
The M270 MLRS is a tracked, armored multiple launch rocket system used by several NATO and allied armies to deliver rapid, long-range rocket and missile fire support.
-
E.
SA-7 Grail man-portable air-defense system
The SA-7 Grail is a Soviet-designed, shoulder-fired surface-to-air missile system intended to provide infantry units with portable defense against low-flying aircraft and helicopters.
- F. None of above.
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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c4d60688190b34e65bbb5d4c152 |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5fc4b78819088ad32d74dfb9d0a |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6f6ba509c8190a99426ba4506d31f |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f812ae048190907b8def6b0d019c |
completed | May 3, 2026, 7:24 a.m. |
Created at: April 9, 2026, 9:15 p.m.