Triple
T10345257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skhirat |
E243727
|
entity |
| Predicate | hostedEvent |
P613
|
FINISHED |
| Object | United Nations–brokered Libyan peace talks |
E46548
|
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: United Nations–brokered Libyan peace talks | Statement: [Skhirat, hostedEvent, United Nations–brokered Libyan peace talks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Nations–brokered Libyan peace talks Context triple: [Skhirat, hostedEvent, United Nations–brokered Libyan peace talks]
-
A.
Algiers peace negotiations
The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
-
B.
Libyan Political Dialogue Forum
chosen
The Libyan Political Dialogue Forum is a UN-facilitated assembly of Libyan representatives established to negotiate a political roadmap and transitional governance aimed at ending the Second Libyan Civil War and unifying the country’s institutions.
-
C.
UN Secretary-General to support implementation of the Libyan Political Agreement
The UN Secretary-General to support implementation of the Libyan Political Agreement is the role of the United Nations’ chief administrative officer in facilitating and overseeing international efforts to advance Libya’s UN-backed political transition and peace process.
-
D.
Pacification of Libya
The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
-
E.
Libyan Political Agreement (Skhirat Agreement)
The Libyan Political Agreement (Skhirat Agreement) is a 2015 UN-brokered accord intended to unify Libya’s rival governments and establish a Government of National Accord to end the country’s political crisis and 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e923e3d08190971073ce41ff860f |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7507f708c8190b8cf684704a6e47d |
completed | April 9, 2026, 7:08 a.m. |
Created at: April 6, 2026, 11:56 a.m.