Triple

T2431989
Position Surface form Disambiguated ID Type / Status
Subject Gomal University E52866 entity
Predicate regionServed P82 FINISHED
Object 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.
E267300 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: southern Khyber Pakhtunkhwa | Statement: [Gomal University, regionServed, southern Khyber Pakhtunkhwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: southern Khyber Pakhtunkhwa
Context triple: [Gomal University, regionServed, southern Khyber Pakhtunkhwa]
  • A. southern Pakistan
    Southern Pakistan is the lower region of the country encompassing coastal areas along the Arabian Sea and parts of the Indus River delta, including major cities such as Karachi and Hyderabad.
  • B. northern Pakistan
    Northern Pakistan is a mountainous region of Pakistan that includes parts of the Himalayas, Karakoram, and Hindu Kush ranges and is known for its dramatic landscapes and high-altitude valleys.
  • C. 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.
  • D. Khyber District
    Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
  • E. South Waziristan Agency
    South Waziristan Agency was a mountainous, tribal administrative district in northwestern Pakistan along the Afghan border, known for its strategic location and history of militancy and military operations.
  • 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: southern Khyber Pakhtunkhwa
Triple: [Gomal University, regionServed, southern Khyber Pakhtunkhwa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: southern Khyber Pakhtunkhwa
Target entity description: 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.
  • A. southern Pakistan
    Southern Pakistan is the lower region of the country encompassing coastal areas along the Arabian Sea and parts of the Indus River delta, including major cities such as Karachi and Hyderabad.
  • B. northern Pakistan
    Northern Pakistan is a mountainous region of Pakistan that includes parts of the Himalayas, Karakoram, and Hindu Kush ranges and is known for its dramatic landscapes and high-altitude valleys.
  • C. 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.
  • D. Khyber District
    Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
  • E. South Waziristan Agency
    South Waziristan Agency was a mountainous, tribal administrative district in northwestern Pakistan along the Afghan border, known for its strategic location and history of militancy and military operations.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9c915e881908d97ae4ccc83ab53 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0a9790c81908b50fcae80def595 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef5b5f5dc8190bb721d8df5283faa completed March 9, 2026, 4:30 p.m.
NED2 Entity disambiguation (via description) batch_69aef6450a1c8190ad5a844b31bff220 completed March 9, 2026, 4:33 p.m.
Created at: March 6, 2026, 9:43 p.m.