Triple
T13328181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MKE |
E317495
|
entity |
| Predicate | sponsorOrigin |
P78081
|
FINISHED |
| Object |
Turkish Mechanical and Chemical Industry Corporation
The Turkish Mechanical and Chemical Industry Corporation (MKE) is a state-owned defense and industrial company in Turkey that manufactures weapons, ammunition, and related military and industrial products.
|
E1034030
|
NE FINISHED |
How this triple was built (5 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 Mechanical and Chemical Industry Corporation | Statement: [MKE, sponsorOrigin, Turkish Mechanical and Chemical Industry Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turkish Mechanical and Chemical Industry Corporation Context triple: [MKE, sponsorOrigin, Turkish Mechanical and Chemical Industry Corporation]
-
A.
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.
-
B.
Turkish Petroleum Company
The Turkish Petroleum Company was an early 20th-century oil consortium formed by European interests to explore and develop oil resources in the Ottoman Empire, particularly in Mesopotamia (modern Iraq).
-
C.
Tarsus Group
Tarsus Group is an international business-to-business media and events company known for organizing major trade shows, exhibitions, and conferences worldwide.
-
D.
Koç Holding
Koç Holding is Turkey’s largest and one of its most influential conglomerates, with major operations spanning energy, automotive, consumer durables, finance, and other key sectors.
-
E.
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.
- 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 Mechanical and Chemical Industry Corporation Triple: [MKE, sponsorOrigin, Turkish Mechanical and Chemical Industry Corporation]
Generated description
The Turkish Mechanical and Chemical Industry Corporation (MKE) is a state-owned defense and industrial company in Turkey that manufactures weapons, ammunition, and related military and industrial products.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turkish Mechanical and Chemical Industry Corporation Target entity description: The Turkish Mechanical and Chemical Industry Corporation (MKE) is a state-owned defense and industrial company in Turkey that manufactures weapons, ammunition, and related military and industrial products.
-
A.
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.
-
B.
Turkish Petroleum Company
The Turkish Petroleum Company was an early 20th-century oil consortium formed by European interests to explore and develop oil resources in the Ottoman Empire, particularly in Mesopotamia (modern Iraq).
-
C.
Tarsus Group
Tarsus Group is an international business-to-business media and events company known for organizing major trade shows, exhibitions, and conferences worldwide.
-
D.
Koç Holding
Koç Holding is Turkey’s largest and one of its most influential conglomerates, with major operations spanning energy, automotive, consumer durables, finance, and other key sectors.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: sponsorOrigin Context triple: [MKE, sponsorOrigin, Turkish Mechanical and Chemical Industry Corporation]
-
A.
sponsorFrom
chosen
Indicates that one entity provides sponsorship or financial backing originating from a specified source entity.
-
B.
sponsorTo
Indicates that one entity provides support, funding, or endorsement to another entity, typically to enable or promote the latter’s activities or initiatives.
-
C.
sponsorAssociatedWith
Indicates a relationship where a sponsor is connected to, involved with, or responsible for supporting another entity.
-
D.
sponsorInHouse
Indicates that one entity formally supports, promotes, or funds another entity within the same organization, institution, or internal setting.
-
E.
sponsorType
Indicates the specific role or category of sponsorship that an entity provides in relation to another entity or event.
- F. None of above.
Provenance (6 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_69d806b4d62c81908d4ced1665414be5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99cfdc9388190af1fdd3cd4717bd8 |
completed | April 11, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f2f69a88190b11e61a922786fc4 |
completed | May 3, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69f71fe3cda881909916f7aac0664ead |
completed | May 3, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72090b6b081908870801fdb679f57 |
completed | May 3, 2026, 10:16 a.m. |
| PD | Predicate disambiguation | batch_69d98f6babd88190a5d529df9584b9a4 |
completed | April 11, 2026, 12:01 a.m. |
Created at: April 9, 2026, 9:30 p.m.