Triple

T10178755
Position Surface form Disambiguated ID Type / Status
Subject Bajaur Agency E235926 entity
Predicate hasValley P650 FINISHED
Object Bajaur Valley
Bajaur Valley is a mountainous valley region in northwestern Pakistan known for its rugged terrain, strategic location near the Afghan border, and predominantly Pashtun population.
E844880 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: Bajaur Valley | Statement: [Bajaur Agency, hasValley, Bajaur Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bajaur Valley
Context triple: [Bajaur Agency, hasValley, Bajaur Valley]
  • A. Quetta Valley
    Quetta Valley is a fertile, mountainous valley in Balochistan, Pakistan, known for surrounding the city of Quetta and serving as an important agricultural and strategic region.
  • B. Ghizer Valley
    Ghizer Valley is a scenic mountainous valley in Pakistan’s Gilgit-Baltistan region, known for its rivers, lakes, and trekking routes along the ancient Silk Road corridor.
  • C. Bannu Basin
    Bannu Basin is a fertile alluvial plain in northwestern Pakistan known for its long history of human settlement and archaeological significance.
  • D. Panjshir Valley
    Panjshir Valley is a strategically important mountainous region in northeastern Afghanistan known for its strong resistance to Soviet forces and later the Taliban.
  • E. Peshawar Valley
    Peshawar Valley is a fertile and historically significant lowland region in northwestern Pakistan, centered around the city of Peshawar and known as a major cultural and economic hub of Khyber Pakhtunkhwa.
  • 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: Bajaur Valley
Triple: [Bajaur Agency, hasValley, Bajaur Valley]
Generated description
Bajaur Valley is a mountainous valley region in northwestern Pakistan known for its rugged terrain, strategic location near the Afghan border, and predominantly Pashtun population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bajaur Valley
Target entity description: Bajaur Valley is a mountainous valley region in northwestern Pakistan known for its rugged terrain, strategic location near the Afghan border, and predominantly Pashtun population.
  • A. Quetta Valley
    Quetta Valley is a fertile, mountainous valley in Balochistan, Pakistan, known for surrounding the city of Quetta and serving as an important agricultural and strategic region.
  • B. Ghizer Valley
    Ghizer Valley is a scenic mountainous valley in Pakistan’s Gilgit-Baltistan region, known for its rivers, lakes, and trekking routes along the ancient Silk Road corridor.
  • C. Bannu Basin
    Bannu Basin is a fertile alluvial plain in northwestern Pakistan known for its long history of human settlement and archaeological significance.
  • D. Panjshir Valley
    Panjshir Valley is a strategically important mountainous region in northeastern Afghanistan known for its strong resistance to Soviet forces and later the Taliban.
  • E. Peshawar Valley
    Peshawar Valley is a fertile and historically significant lowland region in northwestern Pakistan, centered around the city of Peshawar and known as a major cultural and economic hub of Khyber Pakhtunkhwa.
  • 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_69d3012d11488190a410d389034da887 completed April 6, 2026, 12:41 a.m.
NEDg Description generation batch_69d30256ee40819098569b37eb27d3d1 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d302d248e08190b6b7bae9343b6f9a completed April 6, 2026, 12:48 a.m.
Created at: March 30, 2026, 9:11 p.m.