Triple
T8306504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ali Koç |
E194475
|
entity |
| Predicate | affiliatedWith |
P254
|
FINISHED |
| Object | Koç Holding |
E724773
|
NE FINISHED |
How this triple was built (2 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: Koç Holding | Statement: [Ali Koç, affiliatedWith, Koç Holding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koç Holding Context triple: [Ali Koç, affiliatedWith, Koç Holding]
-
A.
Koç Holding
chosen
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.
-
B.
Tarsus Group
Tarsus Group is an international business-to-business media and events company known for organizing major trade shows, exhibitions, and conferences worldwide.
-
C.
Esas Holding
Esas Holding is a Turkish investment company and family office known for its diversified portfolio across sectors such as aviation, real estate, and food, and for being one of Turkey’s prominent private investment groups.
-
D.
Akfen Holding
Akfen Holding is a Turkish investment company with major interests in infrastructure, transportation, and public–private partnership projects.
-
E.
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).
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82e613e88190bf8139669bbd0d53 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f293db08190912e5e8bb7e940cf |
completed | March 31, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde772559c819080f411802bbcfef1 |
completed | April 2, 2026, 3:50 a.m. |
Created at: March 30, 2026, 5:54 p.m.