Triple

T7892402
Position Surface form Disambiguated ID Type / Status
Subject Swat District E183266 entity
Predicate hasValley P650 FINISHED
Object Kalam Valley
Kalam Valley is a scenic alpine valley in northern Pakistan renowned for its lush forests, rivers, and mountain landscapes that make it a popular tourist destination.
E697337 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: Kalam Valley | Statement: [Swat District, hasValley, Kalam Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalam Valley
Context triple: [Swat District, hasValley, Kalam 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. 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.
  • C. Gojal Valley
    Gojal Valley is a high-altitude region in northern Pakistan’s Hunza District, known for its dramatic Karakoram mountain scenery, glaciers, and proximity to the China–Pakistan border.
  • D. Kaghan Valley
    Kaghan Valley is a scenic alpine valley in northern Pakistan renowned for its lush landscapes, rivers, and popular hill stations that attract tourists year-round.
  • E. Karimabad
    Karimabad is a picturesque town in northern Pakistan’s Hunza region, known for its stunning mountain scenery, historic forts, and role as a popular base for trekkers and tourists.
  • 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: Kalam Valley
Triple: [Swat District, hasValley, Kalam Valley]
Generated description
Kalam Valley is a scenic alpine valley in northern Pakistan renowned for its lush forests, rivers, and mountain landscapes that make it a popular tourist destination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalam Valley
Target entity description: Kalam Valley is a scenic alpine valley in northern Pakistan renowned for its lush forests, rivers, and mountain landscapes that make it a popular tourist destination.
  • 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. 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.
  • C. Gojal Valley
    Gojal Valley is a high-altitude region in northern Pakistan’s Hunza District, known for its dramatic Karakoram mountain scenery, glaciers, and proximity to the China–Pakistan border.
  • D. Kaghan Valley
    Kaghan Valley is a scenic alpine valley in northern Pakistan renowned for its lush landscapes, rivers, and popular hill stations that attract tourists year-round.
  • E. Karimabad
    Karimabad is a picturesque town in northern Pakistan’s Hunza region, known for its stunning mountain scenery, historic forts, and role as a popular base for trekkers and tourists.
  • 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_69ca828c474c8190a254d6499871eaff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39fef2e48190a6282c217c33c57a completed March 31, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5ba51ee48190b654a931da2c049f completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1e84fc8190b535016cb69405b4 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb76a214488190b90e5db28511daa0 completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5 p.m.