Triple
T7796680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shangla District |
E180315
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Swat District |
E183266
|
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: Swat District | Statement: [Shangla District, borderedBy, Swat District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swat District Context triple: [Shangla District, borderedBy, Swat District]
-
A.
Swat District
chosen
Swat District is a mountainous administrative region in Pakistan’s Khyber Pakhtunkhwa province, renowned for its scenic valleys, rivers, and historical Buddhist heritage.
-
B.
Khyber District
Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
-
C.
Orakzai Agency
Orakzai Agency was a former administrative district in Pakistan’s northwestern tribal belt, inhabited mainly by the Orakzai Pashtun tribe and later merged into Khyber Pakhtunkhwa province.
-
D.
Abbottabad District
Abbottabad District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its hilly terrain, military presence, and the city of Abbottabad.
-
E.
Panjgur District
Panjgur District is an administrative district in Pakistan’s Balochistan province, known for its arid landscape, date cultivation, and strategic location near the Iran border.
- 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_69ca827d22208190b4dc5aa680edcf5d |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cae982c3b48190a35afe655fb20d55 |
completed | March 30, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb13f866ac8190bca2b8477b62d7e4 |
completed | March 31, 2026, 12:23 a.m. |
Created at: March 30, 2026, 4:32 p.m.