Triple
T10178845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontier Regions |
E235928
|
entity |
| Predicate | includedSubdivision |
P747
|
FINISHED |
| Object |
Frontier Region Lakki Marwat
Frontier Region Lakki Marwat was a former Federally Administered Tribal Area (FATA) subdivision in Pakistan located adjacent to Lakki Marwat District in Khyber Pakhtunkhwa.
|
E848304
|
NE FINISHED |
How this triple was built (4 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: Frontier Region Lakki Marwat | Statement: [Frontier Regions, includedSubdivision, Frontier Region Lakki Marwat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frontier Region Lakki Marwat Context triple: [Frontier Regions, includedSubdivision, Frontier Region Lakki Marwat]
-
A.
Frontier Region Peshawar
Frontier Region Peshawar was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the city of Peshawar and was governed through the adjacent Khyber Pakhtunkhwa province.
-
B.
Frontier Region Bannu
Frontier Region Bannu was a former federally administered tribal area in northwestern Pakistan that bordered Bannu District and was governed through its adjacent settled district.
-
C.
Frontier Region Kohat
Frontier Region Kohat was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the Kohat District in Khyber Pakhtunkhwa.
-
D.
Lakki Marwat District
Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
-
E.
Upper Sindh Frontier
Upper Sindh Frontier was a historical frontier region in northern Sindh, in present-day Pakistan, that served as a strategic boundary area during the Talpur and early British colonial periods.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Frontier Region Lakki Marwat Triple: [Frontier Regions, includedSubdivision, Frontier Region Lakki Marwat]
Generated description
Frontier Region Lakki Marwat was a former Federally Administered Tribal Area (FATA) subdivision in Pakistan located adjacent to Lakki Marwat District in Khyber Pakhtunkhwa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frontier Region Lakki Marwat Target entity description: Frontier Region Lakki Marwat was a former Federally Administered Tribal Area (FATA) subdivision in Pakistan located adjacent to Lakki Marwat District in Khyber Pakhtunkhwa.
-
A.
Frontier Region Peshawar
Frontier Region Peshawar was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the city of Peshawar and was governed through the adjacent Khyber Pakhtunkhwa province.
-
B.
Frontier Region Bannu
Frontier Region Bannu was a former federally administered tribal area in northwestern Pakistan that bordered Bannu District and was governed through its adjacent settled district.
-
C.
Frontier Region Kohat
Frontier Region Kohat was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the Kohat District in Khyber Pakhtunkhwa.
-
D.
Lakki Marwat District
Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
-
E.
Upper Sindh Frontier
Upper Sindh Frontier was a historical frontier region in northern Sindh, in present-day Pakistan, that served as a strategic boundary area during the Talpur and early British colonial periods.
- F. None of above. chosen
Provenance (5 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_69ca84d1d5f88190ab878a1021ecff68 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdecd620808190892c6e3074500280 |
completed | April 2, 2026, 4:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d355075c0c819090854c1408681975 |
completed | April 6, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69d356321ca88190baa12d4c25fbf393 |
completed | April 6, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d3568953588190bc19f57da2a6b44a |
completed | April 6, 2026, 6:45 a.m. |
Created at: March 30, 2026, 9:11 p.m.