Triple
T15951690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akfen Holding |
E386832
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Akfen Water
Akfen Water is a Turkish water utility and infrastructure company specializing in the development and operation of water and wastewater projects under the Akfen Holding group.
|
E1188253
|
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: Akfen Water | Statement: [Akfen Holding, hasSubsidiary, Akfen Water]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akfen Water Context triple: [Akfen Holding, hasSubsidiary, Akfen Water]
-
A.
Teba
Teba is a town in the province of Málaga, Spain, historically notable as the site of a major medieval battle during the Reconquista.
-
B.
Wadi al-Joz
Wadi al-Joz is a predominantly Palestinian neighborhood in East Jerusalem known for its light industrial zone, auto-repair workshops, and proximity to the Old City.
-
C.
Wadi Digla
Wadi Digla is a desert valley and protected area near Cairo, Egypt, known for its geological formations, outdoor recreation, and archaeological remains from ancient cultures.
-
D.
Wadi Fukin
Wadi Fukin is a Palestinian village in the West Bank known for its fertile agricultural land, natural springs, and terraced landscapes.
-
E.
Wadi El Rayan
Wadi El Rayan is a protected natural depression in Egypt’s Western Desert known for its man-made lakes, waterfalls, and diverse desert and wetland ecosystems.
- 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: Akfen Water Triple: [Akfen Holding, hasSubsidiary, Akfen Water]
Generated description
Akfen Water is a Turkish water utility and infrastructure company specializing in the development and operation of water and wastewater projects under the Akfen Holding group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akfen Water Target entity description: Akfen Water is a Turkish water utility and infrastructure company specializing in the development and operation of water and wastewater projects under the Akfen Holding group.
-
A.
Teba
Teba is a town in the province of Málaga, Spain, historically notable as the site of a major medieval battle during the Reconquista.
-
B.
Wadi al-Joz
Wadi al-Joz is a predominantly Palestinian neighborhood in East Jerusalem known for its light industrial zone, auto-repair workshops, and proximity to the Old City.
-
C.
Wadi Digla
Wadi Digla is a desert valley and protected area near Cairo, Egypt, known for its geological formations, outdoor recreation, and archaeological remains from ancient cultures.
-
D.
Wadi Fukin
Wadi Fukin is a Palestinian village in the West Bank known for its fertile agricultural land, natural springs, and terraced landscapes.
-
E.
Wadi El Rayan
Wadi El Rayan is a protected natural depression in Egypt’s Western Desert known for its man-made lakes, waterfalls, and diverse desert and wetland ecosystems.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156d59f5081909f6a81d578c4e2e8 |
completed | April 16, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3c1b49c819087e5a088d41963ec |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc4ba0a988190b1d93ce6479bac88 |
completed | May 9, 2026, 11:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc5902904819097a2c5efbde55882 |
completed | May 9, 2026, 11:38 p.m. |
Created at: April 10, 2026, 4:53 a.m.