Triple
T12442313
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karak District |
E297304
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Lakki Marwat District |
E318441
|
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: Lakki Marwat District | Statement: [Karak District, borderedBy, Lakki Marwat District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakki Marwat District Context triple: [Karak District, borderedBy, Lakki Marwat District]
-
A.
Lakki Marwat District
chosen
Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
-
B.
Kurram District
Kurram District is an administrative district in northwestern Pakistan, located along the Afghan border and known for its strategically important Kurram Valley and ethnically diverse population.
-
C.
Shah Wali Kot District
Shah Wali Kot District is a rural administrative district in northern Kandahar Province, Afghanistan, known for its strategic location and history of military activity.
-
D.
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.
-
E.
Killa Saifullah District
Killa Saifullah District is an administrative district in northern Balochistan, Pakistan, known for its predominantly Pashtun population and rugged, mountainous terrain.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8ecb6c8190a19cbf9de31cabbd |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d5e627b4819084c830f4a46a8cda |
completed | May 3, 2026, 4:58 a.m. |
Created at: April 8, 2026, 9:55 p.m.