Triple
T3267377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arabtec |
E68558
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object | Gulf Cooperation Council countries |
E12696
|
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: Gulf Cooperation Council countries | Statement: [Arabtec, operatesIn, Gulf Cooperation Council countries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf Cooperation Council countries Context triple: [Arabtec, operatesIn, Gulf Cooperation Council countries]
-
A.
Gulf Cooperation Council
chosen
The Gulf Cooperation Council is a political and economic alliance of Arab states bordering the Persian Gulf that coordinates regional policies, security, and economic integration.
-
B.
Persian Gulf states
Persian Gulf states are the countries of the Arabian Peninsula and surrounding region whose coastlines lie along the Persian Gulf, including nations such as Saudi Arabia, Iran, the United Arab Emirates, Qatar, Kuwait, Bahrain, Iraq, and Oman.
-
C.
Supreme Council of the GCC
The Supreme Council of the GCC is the highest decision-making body of the Gulf Cooperation Council, composed of the heads of state of its member countries and responsible for setting the bloc’s overall policies and strategic direction.
-
D.
Ministerial Council of the GCC
The Ministerial Council of the GCC is the main decision-making body of the Gulf Cooperation Council at the foreign ministers’ level, responsible for coordinating and implementing collective policies among member states.
-
E.
United Arab Emirates
The United Arab Emirates is a wealthy Gulf nation on the Arabian Peninsula known for its rapid modernization, iconic cities like Dubai and Abu Dhabi, and its large expatriate workforce.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafce46dc8190a157e4f5012baed5 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503d6cd9c81908acb288091503ec1 |
completed | March 14, 2026, 6:44 a.m. |
Created at: March 8, 2026, 3:09 p.m.