Triple
T10806508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khalid Haftar |
E254979
|
entity |
| Predicate | regionOfActivity |
P82
|
FINISHED |
| Object | eastern Libya |
E252238
|
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: eastern Libya | Statement: [Khalid Haftar, regionOfActivity, eastern Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: eastern Libya Context triple: [Khalid Haftar, regionOfActivity, eastern Libya]
-
A.
eastern Libya
chosen
Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
-
B.
western Libya
Western Libya is the region of Libya encompassing the capital Tripoli and surrounding coastal and inland areas, long marked by strategic political, economic, and military significance.
-
C.
Central Libya
Central Libya is the middle region of Libya, encompassing parts of the Sahara Desert and key inland and coastal areas between the country’s eastern and western zones.
-
D.
Sirte, Libya
Sirte, Libya is a coastal city on the Mediterranean Sea that gained international prominence as Muammar Gaddafi’s final stronghold and the site of his death during the 2011 Libyan civil war.
-
E.
Ghat, Libya
Ghat, Libya is a remote desert town in southwestern Libya near the Algerian border, known for its Tuareg culture, historic rock art sites, and location on the edge of the Sahara.
- 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_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d733b3f92c8190bcc85db22d77bb7d |
completed | April 9, 2026, 5:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de5680566c8190bd4ce7a736dc0e46 |
completed | April 14, 2026, 3 p.m. |
Created at: April 8, 2026, 9:18 p.m.