Triple
T9804122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan civil aviation authorities |
E237910
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Libyan government ministries |
E41516
|
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: Libyan government ministries | Statement: [Libyan civil aviation authorities, collaboratesWith, Libyan government ministries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan government ministries Context triple: [Libyan civil aviation authorities, collaboratesWith, Libyan government ministries]
-
A.
Libyan government
chosen
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
-
B.
Libyan state-owned enterprises
Libyan state-owned enterprises were major government-owned companies that dominated key sectors of Libya’s economy and were heavily influenced and exploited by the Gaddafi family during Muammar Gaddafi’s rule.
-
C.
Ministry of Higher Education of Libya
The Ministry of Higher Education of Libya is the national government body responsible for overseeing and regulating universities and higher education institutions across Libya.
-
D.
General People's Committee (Libya)
The General People's Committee (Libya) was the executive branch and cabinet-level governing body of Libya under Muammar Gaddafi’s Jamahiriya system, responsible for implementing state policies and managing government administration.
-
E.
Presidential Council of Libya
The Presidential Council of Libya is an executive body formed through the UN-backed Libyan Political Agreement to serve as the collective head of state and oversee the Government of National Accord during the country’s post-2015 transitional period.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdab7a0ce881908f0555d194dece3f |
completed | April 1, 2026, 11:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c4538760819099ba1e392d31a135 |
completed | April 5, 2026, 2:09 a.m. |
Created at: March 30, 2026, 8:29 p.m.