Triple
T9304781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | F-4E 2020 (Turkey) |
E223854
|
entity |
| Predicate | upgradeProgramPartner |
P70946
|
FINISHED |
| Object |
Turkish Aerospace Industries
Turkish Aerospace Industries is Turkey’s leading aerospace and defense company, specializing in the design, modernization, and production of military and civilian aircraft, helicopters, UAVs, and space systems.
|
E790367
|
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: Turkish Aerospace Industries | Statement: [F-4E 2020 (Turkey), upgradeProgramPartner, Turkish Aerospace Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turkish Aerospace Industries Context triple: [F-4E 2020 (Turkey), upgradeProgramPartner, Turkish Aerospace Industries]
-
A.
Tofaş S.K.
Tofaş S.K. is a professional basketball club based in Bursa, Turkey, competing in the Turkish Basketball Super League and European competitions.
-
B.
Turkish Air Force
The Turkish Air Force is the aerial warfare branch of Turkey’s armed forces, responsible for defending the country’s airspace and conducting air operations using a modern fleet of combat and transport aircraft.
-
C.
Safran Landing Systems
Safran Landing Systems is a leading global manufacturer and maintainer of aircraft landing gear and braking systems, serving commercial, regional, business, and military aviation markets.
-
D.
Tarsus Group
Tarsus Group is an international business-to-business media and events company known for organizing major trade shows, exhibitions, and conferences worldwide.
-
E.
Safran
Safran is a major French multinational company specializing in aerospace, defense, and security technologies.
- 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: Turkish Aerospace Industries Triple: [F-4E 2020 (Turkey), upgradeProgramPartner, Turkish Aerospace Industries]
Generated description
Turkish Aerospace Industries is Turkey’s leading aerospace and defense company, specializing in the design, modernization, and production of military and civilian aircraft, helicopters, UAVs, and space systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turkish Aerospace Industries Target entity description: Turkish Aerospace Industries is Turkey’s leading aerospace and defense company, specializing in the design, modernization, and production of military and civilian aircraft, helicopters, UAVs, and space systems.
-
A.
Tofaş S.K.
Tofaş S.K. is a professional basketball club based in Bursa, Turkey, competing in the Turkish Basketball Super League and European competitions.
-
B.
Turkish Air Force
The Turkish Air Force is the aerial warfare branch of Turkey’s armed forces, responsible for defending the country’s airspace and conducting air operations using a modern fleet of combat and transport aircraft.
-
C.
Safran Landing Systems
Safran Landing Systems is a leading global manufacturer and maintainer of aircraft landing gear and braking systems, serving commercial, regional, business, and military aviation markets.
-
D.
Tarsus Group
Tarsus Group is an international business-to-business media and events company known for organizing major trade shows, exhibitions, and conferences worldwide.
-
E.
Safran
Safran is a major French multinational company specializing in aerospace, defense, and security technologies.
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd1da623ac81908bab6dfb1bbce25d |
completed | April 1, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2735d788190bd8f963562fb85a8 |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b4231b708190b8a4a342bc63e84d |
completed | April 4, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b4b8131c8190b2aa8be56925b7bc |
completed | April 4, 2026, 6:50 a.m. |
Created at: March 30, 2026, 7:36 p.m.