Triple
T12358795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People's Liberation Army Naval Air Force |
E294678
|
entity |
| Predicate | usesAircraft |
P1524
|
FINISHED |
| Object |
Changhe Z-18 naval helicopter
The Changhe Z-18 naval helicopter is a Chinese medium-lift, shipborne military helicopter designed for roles such as anti-submarine warfare, transport, and search and rescue operations.
|
E982114
|
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: Changhe Z-18 naval helicopter | Statement: [People's Liberation Army Naval Air Force, usesAircraft, Changhe Z-18 naval helicopter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changhe Z-18 naval helicopter Context triple: [People's Liberation Army Naval Air Force, usesAircraft, Changhe Z-18 naval helicopter]
-
A.
Harbin Z-9 naval helicopter
The Harbin Z-9 naval helicopter is a Chinese-built, license-produced variant of the French AS365 Dauphin, adapted for maritime roles such as anti-submarine warfare, search and rescue, and patrol operations.
-
B.
Kamov Ka-31 helicopters
Kamov Ka-31 helicopters are Russian-made airborne early warning and control (AEW&C) rotorcraft designed to provide extended radar surveillance and situational awareness for naval forces.
-
C.
AW109E Power naval helicopter
The AW109E Power naval helicopter is a lightweight, twin-engine maritime helicopter used for patrol, surveillance, and utility missions by naval forces.
-
D.
Harbin H-5
The Harbin H-5 is a Chinese-built, license-produced version of the Soviet Ilyushin Il-28 jet bomber, used primarily for tactical bombing and training roles.
-
E.
Shenyang J-15
The Shenyang J-15 is a Chinese carrier-based multirole fighter jet developed from the Russian Su-33 design for operation from the PLA Navy’s aircraft carriers.
- 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: Changhe Z-18 naval helicopter Triple: [People's Liberation Army Naval Air Force, usesAircraft, Changhe Z-18 naval helicopter]
Generated description
The Changhe Z-18 naval helicopter is a Chinese medium-lift, shipborne military helicopter designed for roles such as anti-submarine warfare, transport, and search and rescue operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changhe Z-18 naval helicopter Target entity description: The Changhe Z-18 naval helicopter is a Chinese medium-lift, shipborne military helicopter designed for roles such as anti-submarine warfare, transport, and search and rescue operations.
-
A.
Harbin Z-9 naval helicopter
The Harbin Z-9 naval helicopter is a Chinese-built, license-produced variant of the French AS365 Dauphin, adapted for maritime roles such as anti-submarine warfare, search and rescue, and patrol operations.
-
B.
Kamov Ka-31 helicopters
Kamov Ka-31 helicopters are Russian-made airborne early warning and control (AEW&C) rotorcraft designed to provide extended radar surveillance and situational awareness for naval forces.
-
C.
AW109E Power naval helicopter
The AW109E Power naval helicopter is a lightweight, twin-engine maritime helicopter used for patrol, surveillance, and utility missions by naval forces.
-
D.
Harbin H-5
The Harbin H-5 is a Chinese-built, license-produced version of the Soviet Ilyushin Il-28 jet bomber, used primarily for tactical bombing and training roles.
-
E.
Shenyang J-15
The Shenyang J-15 is a Chinese carrier-based multirole fighter jet developed from the Russian Su-33 design for operation from the PLA Navy’s aircraft carriers.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f90201481909359416b8b9f7871 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f634721e948190bb8e97ef677b9f59 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6386304c08190b629d51fd0abcefa |
completed | May 2, 2026, 5:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63900ea248190bf59c1123ea78372 |
completed | May 2, 2026, 5:48 p.m. |
Created at: April 8, 2026, 9:54 p.m.