Triple
T18730056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tofaş Murat 124 |
E458010
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
Tofaş
Tofaş is a Turkish automotive manufacturer known for producing passenger cars and light commercial vehicles, often in collaboration with international brands like Fiat.
|
E1340032
|
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: Tofaş | Statement: [Tofaş Murat 124, manufacturer, Tofaş]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tofaş Context triple: [Tofaş Murat 124, manufacturer, Tofaş]
-
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.
Toptaş
Toptaş is a Turkish surname most notably borne by acclaimed contemporary novelist Hasan Ali Toptaş.
-
C.
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.
-
D.
GAZ Group
GAZ Group is a major Russian automotive manufacturer best known for producing commercial vehicles, trucks, and buses.
-
E.
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.
- 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: Tofaş Triple: [Tofaş Murat 124, manufacturer, Tofaş]
Generated description
Tofaş is a Turkish automotive manufacturer known for producing passenger cars and light commercial vehicles, often in collaboration with international brands like Fiat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tofaş Target entity description: Tofaş is a Turkish automotive manufacturer known for producing passenger cars and light commercial vehicles, often in collaboration with international brands like Fiat.
-
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.
Toptaş
Toptaş is a Turkish surname most notably borne by acclaimed contemporary novelist Hasan Ali Toptaş.
-
C.
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.
-
D.
GAZ Group
GAZ Group is a major Russian automotive manufacturer best known for producing commercial vehicles, trucks, and buses.
-
E.
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.
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d7660488190b4f70db963d05ef6 |
completed | April 20, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05325b685c8190a2889755ed931973 |
completed | May 14, 2026, 2:24 a.m. |
| NEDg | Description generation | batch_6a053410a8188190992d9fa6130ab372 |
completed | May 14, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05349009e481909fb757415468aa70 |
completed | May 14, 2026, 2:33 a.m. |
Created at: April 10, 2026, 11:50 a.m.