Triple
T15754916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A-4K |
E381942
|
entity |
| Predicate | modernizationProgram |
P4337
|
FINISHED |
| Object |
Project Kahu
Project Kahu was a Royal New Zealand Air Force upgrade initiative that extensively modernized the avionics and combat systems of its A-4K Skyhawk attack aircraft in the 1980s–1990s.
|
E1175399
|
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: Project Kahu | Statement: [A-4K, modernizationProgram, Project Kahu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Project Kahu Context triple: [A-4K, modernizationProgram, Project Kahu]
-
A.
Uroboros Project
Uroboros Project is a bioterrorism initiative in the Resident Evil series involving a powerful and highly lethal virus designed to forcibly evolve or eradicate humanity.
-
B.
Project Dantak
Project Dantak is a field project of India’s Border Roads Organisation responsible for constructing and maintaining key road infrastructure in Bhutan.
-
C.
Project Grudge
Project Grudge was a short-lived U.S. Air Force program in the late 1940s and early 1950s that investigated UFO reports with a generally skeptical, debunking approach.
-
D.
Project Z
Project Z is a jazz-fusion and improvisational rock band best known for featuring virtuoso guitarist Jimmy Herring.
-
E.
Project Pat
Project Pat is an American rapper from Memphis, Tennessee, known for his gritty Southern hip hop style and frequent collaborations with Three 6 Mafia and Juicy J.
- 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: Project Kahu Triple: [A-4K, modernizationProgram, Project Kahu]
Generated description
Project Kahu was a Royal New Zealand Air Force upgrade initiative that extensively modernized the avionics and combat systems of its A-4K Skyhawk attack aircraft in the 1980s–1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Project Kahu Target entity description: Project Kahu was a Royal New Zealand Air Force upgrade initiative that extensively modernized the avionics and combat systems of its A-4K Skyhawk attack aircraft in the 1980s–1990s.
-
A.
Uroboros Project
Uroboros Project is a bioterrorism initiative in the Resident Evil series involving a powerful and highly lethal virus designed to forcibly evolve or eradicate humanity.
-
B.
Project Dantak
Project Dantak is a field project of India’s Border Roads Organisation responsible for constructing and maintaining key road infrastructure in Bhutan.
-
C.
Project Grudge
Project Grudge was a short-lived U.S. Air Force program in the late 1940s and early 1950s that investigated UFO reports with a generally skeptical, debunking approach.
-
D.
Project Z
Project Z is a jazz-fusion and improvisational rock band best known for featuring virtuoso guitarist Jimmy Herring.
-
E.
Project Pat
Project Pat is an American rapper from Memphis, Tennessee, known for his gritty Southern hip hop style and frequent collaborations with Three 6 Mafia and Juicy J.
- 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_69d86d9e6b44819085d1f6a969ecb74c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e05031f6a08190bfb333eced0a59a1 |
completed | April 16, 2026, 2:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff87714a8481909f8489c73ac89c11 |
completed | May 9, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69ff887dc9cc81908833f9881647d82f |
completed | May 9, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8970b85081909c8eb114851841f1 |
completed | May 9, 2026, 7:22 p.m. |
Created at: April 10, 2026, 4:47 a.m.