Triple
T10692109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saddam Haftar |
E252035
|
entity |
| Predicate | regionOfActivity |
P82
|
FINISHED |
| Object | Benghazi area |
E6209
|
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: Benghazi area | Statement: [Saddam Haftar, regionOfActivity, Benghazi area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benghazi area Context triple: [Saddam Haftar, regionOfActivity, Benghazi area]
-
A.
Benghazi District
Benghazi District is an administrative region in northeastern Libya that encompasses the city of Benghazi, one of the country’s largest and most important urban centers.
-
B.
Benghazi metropolitan area
The Benghazi metropolitan area is the urban region centered on Benghazi, Libya’s second-largest city and a major economic, cultural, and political hub in the country.
-
C.
Benghazi
chosen
Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
-
D.
Al-Tanf area
The Al-Tanf area is a strategic border region in southeastern Syria near the junction with Iraq and Jordan, known for hosting a key U.S.-led coalition military base and serving as a critical point on regional supply and transit routes.
-
E.
Wilayat Barqa
Wilayat Barqa is the Islamic State’s former provincial branch operating in Libya’s eastern Cyrenaica region, known for insurgent and terrorist activities during the Libyan civil conflict.
- 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fd37cf408190a1912b3e0aa096a5 |
completed | April 9, 2026, 1:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d988ad741c8190b9ae962e0c5bc272 |
completed | April 10, 2026, 11:33 p.m. |
Created at: April 8, 2026, 9:11 p.m.