Triple
T14548537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doha Expressway projects |
E341351
|
entity |
| Predicate | stakeholder |
P1553
|
FINISHED |
| Object | Government of Qatar |
E340390
|
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: Government of Qatar | Statement: [Doha Expressway projects, stakeholder, Government of Qatar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government of Qatar Context triple: [Doha Expressway projects, stakeholder, Government of Qatar]
-
A.
Government of Qatar
chosen
The Government of Qatar is the ruling authority of the State of Qatar, an absolute monarchy led by the Al Thani family that oversees the country's political, economic, and foreign affairs.
-
B.
Ministry of Interior of Qatar
The Ministry of Interior of Qatar is the government body responsible for internal security, law enforcement, and public safety within the State of Qatar.
-
C.
Ministry of Foreign Affairs of Qatar
The Ministry of Foreign Affairs of Qatar is the government body responsible for managing the country's international relations, diplomacy, and foreign policy.
-
D.
Ministry of Finance of Qatar
The Ministry of Finance of Qatar is the central government body responsible for managing the country’s public finances, budgeting, and fiscal policy.
-
E.
Ministry of Energy Affairs of Qatar
The Ministry of Energy Affairs of Qatar is the national government body responsible for formulating and overseeing the country’s energy policies, including its vital oil and gas sectors.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2ed2b4c8190945bd26531c71f1f |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf072a46481909287ef89f226270e |
completed | May 8, 2026, 2:17 p.m. |
Created at: April 10, 2026, 1:23 a.m.