Triple
T2611583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mardan Division |
E58785
|
entity |
| Predicate | borderingProvince |
P224
|
FINISHED |
| Object |
Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts)
Punjab is a populous and agriculturally rich province in eastern Pakistan, known for its fertile plains, major rivers, and role as the country’s political and economic heartland.
|
E281559
|
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: Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts) | Statement: [Mardan Division, borderingProvince, Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts) Context triple: [Mardan Division, borderingProvince, Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts)]
-
A.
southern Khyber Pakhtunkhwa
Southern Khyber Pakhtunkhwa is a predominantly rural, less-developed subregion of Pakistan’s Khyber Pakhtunkhwa province, known for its arid terrain, Pashtun-majority population, and emerging educational and agricultural activities.
-
B.
southern Punjab, Pakistan
Southern Punjab, Pakistan is a culturally distinct region in the south of Pakistan’s Punjab province, known for its Saraiki-speaking population, Sufi heritage, and agrarian economy.
-
C.
Pashtun belt of Balochistan
The Pashtun belt of Balochistan is a predominantly Pashtun-inhabited region in northern and northeastern Balochistan, Pakistan, known for its distinct tribal culture, Pashto language, and strategic location along the Afghan border.
-
D.
Khyber District
Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
-
E.
Thar and Parkar District
Thar and Parkar District was a former administrative district in British-era Sind, encompassing the arid Thar Desert region in what is now southeastern Pakistan.
- 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: Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts) Triple: [Mardan Division, borderingProvince, Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts)]
Generated description
Punjab is a populous and agriculturally rich province in eastern Pakistan, known for its fertile plains, major rivers, and role as the country’s political and economic heartland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Punjab (via Khyber Pakhtunkhwa–Punjab boundary, through its districts) Target entity description: Punjab is a populous and agriculturally rich province in eastern Pakistan, known for its fertile plains, major rivers, and role as the country’s political and economic heartland.
-
A.
southern Khyber Pakhtunkhwa
Southern Khyber Pakhtunkhwa is a predominantly rural, less-developed subregion of Pakistan’s Khyber Pakhtunkhwa province, known for its arid terrain, Pashtun-majority population, and emerging educational and agricultural activities.
-
B.
southern Punjab, Pakistan
Southern Punjab, Pakistan is a culturally distinct region in the south of Pakistan’s Punjab province, known for its Saraiki-speaking population, Sufi heritage, and agrarian economy.
-
C.
Pashtun belt of Balochistan
The Pashtun belt of Balochistan is a predominantly Pashtun-inhabited region in northern and northeastern Balochistan, Pakistan, known for its distinct tribal culture, Pashto language, and strategic location along the Afghan border.
-
D.
Khyber District
Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
-
E.
Thar and Parkar District
Thar and Parkar District was a former administrative district in British-era Sind, encompassing the arid Thar Desert region in what is now southeastern Pakistan.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd87b24e48190ad1d4ce7e63c0f3e |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83e816808190aa2c91801fd3c6c7 |
completed | March 10, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69af8543a7808190968a474e64531fbd |
completed | March 10, 2026, 2:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af85b60fd48190a61a3c4a73984b21 |
completed | March 10, 2026, 2:45 a.m. |
Created at: March 6, 2026, 9:50 p.m.