Triple
T2495017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakand Division |
E52134
|
entity |
| Predicate | containsAdministrativeUnit |
P3892
|
FINISHED |
| Object | Shangla District |
E180315
|
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: Shangla District | Statement: [Malakand Division, containsAdministrativeUnit, Shangla District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shangla District Context triple: [Malakand Division, containsAdministrativeUnit, Shangla District]
-
A.
Shangla District
chosen
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.
-
B.
Chitral District
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.
-
C.
Hunza District
Hunza District is a mountainous administrative region in northern Gilgit-Baltistan, Pakistan, renowned for its dramatic Karakoram landscapes, high-altitude villages, and rich Hunza culture.
-
D.
Sibi District
Sibi District is an administrative district in the Balochistan province of Pakistan, centered around the historic town of Sibi.
-
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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd19541048190b9e39db119c20fe8 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98a63a44819092c017b8624e3dc8 |
completed | March 10, 2026, 4:05 a.m. |
Created at: March 6, 2026, 9:45 p.m.