Triple
T7796695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shangla District |
E180315
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Bisham Tehsil
Bisham Tehsil is an administrative subdivision and major town area of Shangla District in Pakistan’s Khyber Pakhtunkhwa province.
|
E705518
|
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: Bisham Tehsil | Statement: [Shangla District, hasPart, Bisham Tehsil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bisham Tehsil Context triple: [Shangla District, hasPart, Bisham Tehsil]
-
A.
Kot Addu Tehsil
Kot Addu Tehsil is an administrative subdivision and urban center in Punjab, Pakistan, known for its agricultural economy and proximity to major power generation facilities.
-
B.
Puran Tehsil
Puran Tehsil is an administrative subdivision located within Shangla District in the Khyber Pakhtunkhwa province of Pakistan.
-
C.
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.
-
D.
Dera Bugti District
Dera Bugti District is an administrative district in the Balochistan province of Pakistan, known for its significant natural gas reserves and tribal dynamics.
-
E.
Jamshoro District
Jamshoro District is an administrative district in the Sindh province of Pakistan, known for hosting major educational institutions and lying along the Indus River near Hyderabad and Karachi.
- 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: Bisham Tehsil Triple: [Shangla District, hasPart, Bisham Tehsil]
Generated description
Bisham Tehsil is an administrative subdivision and major town area of Shangla District in Pakistan’s Khyber Pakhtunkhwa province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bisham Tehsil Target entity description: Bisham Tehsil is an administrative subdivision and major town area of Shangla District in Pakistan’s Khyber Pakhtunkhwa province.
-
A.
Kot Addu Tehsil
Kot Addu Tehsil is an administrative subdivision and urban center in Punjab, Pakistan, known for its agricultural economy and proximity to major power generation facilities.
-
B.
Puran Tehsil
Puran Tehsil is an administrative subdivision located within Shangla District in the Khyber Pakhtunkhwa province of Pakistan.
-
C.
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.
-
D.
Dera Bugti District
Dera Bugti District is an administrative district in the Balochistan province of Pakistan, known for its significant natural gas reserves and tribal dynamics.
-
E.
Jamshoro District
Jamshoro District is an administrative district in the Sindh province of Pakistan, known for hosting major educational institutions and lying along the Indus River near Hyderabad and Karachi.
- 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_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_69cbdeb6c1b88190a38fb4507bfb380c |
completed | March 31, 2026, 2:48 p.m. |
| NEDg | Description generation | batch_69cc46bca04481908852425c214a4e34 |
completed | March 31, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc49129e188190aaebd6a1188788d9 |
completed | March 31, 2026, 10:22 p.m. |
Created at: March 30, 2026, 4:32 p.m.