Triple
T7838051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afghan National Army |
E181734
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object | Taliban insurgency |
E316473
|
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: Taliban insurgency | Statement: [Afghan National Army, conflict, Taliban insurgency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taliban insurgency Context triple: [Afghan National Army, conflict, Taliban insurgency]
-
A.
Taliban insurgency
chosen
The Taliban insurgency is the long-running armed campaign waged by the Taliban and allied groups to overthrow the Afghan government and expel foreign forces, significantly shaping Afghanistan’s modern conflict landscape.
-
B.
Baloch insurgency
The Baloch insurgency is a long-running separatist and nationalist armed movement in Pakistan’s Balochistan region, driven by grievances over political autonomy, resource control, and ethnic marginalization.
-
C.
Afghan conflicts
Afghan conflicts refers to the series of wars and insurgencies in Afghanistan—most notably the Soviet–Afghan War, the civil wars of the 1990s, and the post-2001 conflict involving the Taliban and international forces—that have profoundly shaped the country’s modern history and regional geopolitics.
-
D.
Iraqi insurgency
The Iraqi insurgency was a multifaceted armed rebellion that emerged after the 2003 U.S.-led invasion of Iraq, involving various militant groups fighting coalition forces and the new Iraqi government.
-
E.
Swat Valley conflict
The Swat Valley conflict was an armed insurgency in Pakistan’s Swat region between Taliban militants and the Pakistani state, marked by extremist violence, military operations, and severe impacts on civilians, including the suppression of girls’ education.
- 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_69ca8284a25c8190a1a20afad30da792 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c336f08190a21a3fcaa7269457 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdf0394348190b5928ffb9e3df45e |
completed | March 31, 2026, 2:49 p.m. |
Created at: March 30, 2026, 4:46 p.m.