Triple

T8186058
Position Surface form Disambiguated ID Type / Status
Subject N-95 (Swat) Highway E191185 entity
Predicate follows P134 FINISHED
Object Swat River valley
The Swat River valley is a scenic and historically significant valley in northern Pakistan, known for its lush landscapes, ancient Buddhist heritage, and role as a major route through the Hindu Kush region.
 E716895 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: Swat River valley | Statement: [N-95 (Swat) Highway, follows, Swat River valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swat River valley
Context triple: [N-95 (Swat) Highway, follows, Swat River valley]
  • A. Mayo River valley
    The Mayo River valley is an agricultural region in southern Sonora, Mexico, known for its irrigated farmlands and the city of Navojoa.
  • B. Ken River Valley
    Ken River Valley is a scenic river valley region in central India known for its rugged landscapes, gorges, and rich biodiversity along the course of the Ken River.
  • C. Tirah Valley
    Tirah Valley is a remote, mountainous valley in Pakistan’s Khyber Pakhtunkhwa province, historically significant as a tribal stronghold and a key route near the Afghan border.
  • D. Pamet River Valley
    Pamet River Valley is a scenic glacially carved valley in Truro, Massachusetts, known for its salt marshes, dunes, and hiking trails near the Atlantic coast.
  • E. Soan Valley
    Soan Valley is a historically and archaeologically significant river valley in Pakistan’s Potohar Plateau, known for its ancient human settlements and distinctive landscape.
  • 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: Swat River valley
Triple: [N-95 (Swat) Highway, follows, Swat River valley]
Generated description
The Swat River valley is a scenic and historically significant valley in northern Pakistan, known for its lush landscapes, ancient Buddhist heritage, and role as a major route through the Hindu Kush region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swat River valley
Target entity description: The Swat River valley is a scenic and historically significant valley in northern Pakistan, known for its lush landscapes, ancient Buddhist heritage, and role as a major route through the Hindu Kush region.
  • A. Mayo River valley
    The Mayo River valley is an agricultural region in southern Sonora, Mexico, known for its irrigated farmlands and the city of Navojoa.
  • B. Ken River Valley
    Ken River Valley is a scenic river valley region in central India known for its rugged landscapes, gorges, and rich biodiversity along the course of the Ken River.
  • C. Tirah Valley
    Tirah Valley is a remote, mountainous valley in Pakistan’s Khyber Pakhtunkhwa province, historically significant as a tribal stronghold and a key route near the Afghan border.
  • D. Pamet River Valley
    Pamet River Valley is a scenic glacially carved valley in Truro, Massachusetts, known for its salt marshes, dunes, and hiking trails near the Atlantic coast.
  • E. Soan Valley
    Soan Valley is a historically and archaeologically significant river valley in Pakistan’s Potohar Plateau, known for its ancient human settlements and distinctive landscape.
  • 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_69ca82c5b6948190a583c096fb0a6c71 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4c52407c8190bd366fce6d4e02cd completed March 31, 2026, 4:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf9a0e24819098f1693e78dc7445 completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc315c73c81908ba65073c5eab6e1 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd878b97c8190aa20cadb052b34d3 completed April 1, 2026, 8:34 a.m.
Created at: March 30, 2026, 5:41 p.m.