Triple
T1918719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Iraq |
E40076
|
entity |
| Predicate | hasSecurityForce |
P14275
|
FINISHED |
| Object | Peshmerga |
E174853
|
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: Peshmerga | Statement: [Northern Iraq, hasSecurityForce, Peshmerga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peshmerga Context triple: [Northern Iraq, hasSecurityForce, Peshmerga]
-
A.
Kurdish Peshmerga
chosen
The Kurdish Peshmerga are the military forces of the autonomous Kurdistan Region in Iraq, known for their key role in regional security and in fighting extremist groups such as ISIS.
-
B.
Kurdish-led Syrian Democratic Forces
The Kurdish-led Syrian Democratic Forces are a multi-ethnic, U.S.-backed military alliance in northern and eastern Syria, best known for fighting ISIS and administering autonomous regions during the Syrian Civil War.
-
C.
Iraqi Security Forces
The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
-
D.
Iraqi Army
The Iraqi Army is the ground warfare branch of Iraq's armed forces, responsible for national defense, internal security, and participation in regional military operations.
-
E.
Fedayeen
Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
- 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_69a8864298748190a2f2fd34f7ef8d77 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb211eda88190865de7a0522a453d |
completed | March 7, 2026, 5:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3df3fdc819095cfdf508e8bdb22 |
completed | March 8, 2026, 10:10 p.m. |
Created at: March 4, 2026, 7:35 p.m.