Triple
T3897298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | British AS-90M Braveheart turret design |
E90400
|
entity |
| Predicate | associatedWithProgram |
P2830
|
FINISHED |
| Object |
AS-90M Braveheart upgrade program
The AS-90M Braveheart upgrade program is a British modernization initiative to enhance the AS-90 self-propelled howitzer with improved firepower, range, and battlefield capabilities.
|
E397108
|
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: AS-90M Braveheart upgrade program | Statement: [British AS-90M Braveheart turret design, associatedWithProgram, AS-90M Braveheart upgrade program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AS-90M Braveheart upgrade program Context triple: [British AS-90M Braveheart turret design, associatedWithProgram, AS-90M Braveheart upgrade program]
-
A.
Spartan-IV program
The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
-
B.
Weapon System 107A-1
Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
-
C.
CP-140 Aurora
The CP-140 Aurora is a Canadian long-range maritime patrol and anti-submarine warfare aircraft based on the Lockheed P-3 Orion airframe and used primarily for surveillance and reconnaissance missions.
-
D.
Helios program
The Helios program was a joint NASA–German Aerospace Center mission in the 1970s that launched two probes to study the Sun at close range, setting records for both solar proximity and spacecraft speed.
-
E.
CA-95 air defense system
The CA-95 air defense system is a Romanian short-range, mobile, surface-to-air missile platform designed to protect ground forces and key installations from 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: AS-90M Braveheart upgrade program Triple: [British AS-90M Braveheart turret design, associatedWithProgram, AS-90M Braveheart upgrade program]
Generated description
The AS-90M Braveheart upgrade program is a British modernization initiative to enhance the AS-90 self-propelled howitzer with improved firepower, range, and battlefield capabilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AS-90M Braveheart upgrade program Target entity description: The AS-90M Braveheart upgrade program is a British modernization initiative to enhance the AS-90 self-propelled howitzer with improved firepower, range, and battlefield capabilities.
-
A.
Spartan-IV program
The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
-
B.
Weapon System 107A-1
Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
-
C.
CP-140 Aurora
The CP-140 Aurora is a Canadian long-range maritime patrol and anti-submarine warfare aircraft based on the Lockheed P-3 Orion airframe and used primarily for surveillance and reconnaissance missions.
-
D.
Helios program
The Helios program was a joint NASA–German Aerospace Center mission in the 1970s that launched two probes to study the Sun at close range, setting records for both solar proximity and spacecraft speed.
-
E.
CA-95 air defense system
The CA-95 air defense system is a Romanian short-range, mobile, surface-to-air missile platform designed to protect ground forces and key installations from low-flying aircraft and helicopters.
- F. None of above. chosen
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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecd48b208190afaa62975805d087 |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c9e3db881909e865e52a842b1be |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d72707c8190a3522d449299ed1e |
completed | March 14, 2026, 8:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e08c7ac8190aab4b270258cdb69 |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:21 p.m.