Triple
T3376864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | High Mobility Artillery Rocket System |
E71084
|
entity |
| Predicate | developmentBasedOn |
P41845
|
FINISHED |
| Object | M270 MLRS technology |
E284764
|
NE FINISHED |
How this triple was built (3 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: M270 MLRS technology | Statement: [High Mobility Artillery Rocket System, developmentBasedOn, M270 MLRS technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M270 MLRS technology Context triple: [High Mobility Artillery Rocket System, developmentBasedOn, M270 MLRS technology]
-
A.
M270 MLRS
chosen
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.
-
B.
High Mobility Artillery Rocket System
The High Mobility Artillery Rocket System (HIMARS) is a lightweight, truck-mounted multiple rocket launcher designed to rapidly deliver precise long-range fire support for modern ground forces.
-
C.
M777 howitzer
The M777 howitzer is a lightweight, towed 155mm artillery piece used by the U.S. military and allied forces for long-range, precision fire support.
-
D.
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.
-
E.
Patriot missile system
The Patriot missile system is a long-range, all-altitude, air-defense system designed to detect, track, and intercept incoming aircraft, missiles, and drones, widely used by the U.S. and allied militaries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developmentBasedOn Context triple: [High Mobility Artillery Rocket System, developmentBasedOn, M270 MLRS technology]
-
A.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
-
B.
developmentStart
Indicates the point in time or event when the development process of something begins.
-
C.
developmentFunction
Indicates a relationship where one entity serves as a function, role, or mechanism that drives, supports, or shapes the development or growth of another entity.
-
D.
developmentMethod
chosen
Indicates the process, technique, or approach used to create, build, or evolve something.
-
E.
developed
Indicates that one entity created, designed, or brought another entity into a more advanced or complete state through effort or work.
- F. None of above.
Provenance (4 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_69ad85a7f80c8190a05e43013f298942 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2e776508190bc123fb17b36f062 |
completed | March 8, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b334490bf08190aa119e72d12f5e4b |
completed | March 12, 2026, 9:46 p.m. |
| PD | Predicate disambiguation | batch_69ada433059881908e46f38cc5f40a32 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:13 p.m.