Triple
T2432014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalash people |
E52867
|
entity |
| Predicate | residence |
P75
|
FINISHED |
| Object | Chitral District |
E45082
|
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: Chitral District | Statement: [Kalash people, residence, Chitral District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chitral District Context triple: [Kalash people, residence, Chitral District]
-
A.
Chitral District
chosen
Chitral District is a mountainous region in northern Pakistan’s Khyber Pakhtunkhwa province, known for its ethnic and linguistic diversity, including several indigenous Indo-Iranian language communities.
-
B.
Shangla District
Shangla District is a mountainous and rural administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its scenic valleys and as the birthplace of education activist Ziauddin Yousafzai.
-
C.
Daikundi Province
Daikundi Province is a central Afghan province known for its predominantly Hazara population, mountainous terrain, and relative isolation from major urban centers.
-
D.
Battagram District
Battagram District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, located in the mountainous Hazara region and known for its largely rural, Pashtun-majority population.
-
E.
Jaghori District
Jaghori District is a predominantly Hazara-inhabited district in Ghazni Province, central Afghanistan, known for its relatively high levels of education and civil society activity compared to many other rural Afghan areas.
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9c915e881908d97ae4ccc83ab53 |
completed | March 7, 2026, 6:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2b72fa288190846e4e68b912c7dc |
completed | March 9, 2026, 8:20 p.m. |
Created at: March 6, 2026, 9:43 p.m.