Triple

T13460723
Position Surface form Disambiguated ID Type / Status
Subject Hindko people E311356 entity
Predicate nativeTo P410 FINISHED
Object Kohat region
The Kohat region is an area in northwestern Pakistan known for its diverse ethnic makeup, including a significant population of Hindko-speaking people.
E1041577 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: Kohat region | Statement: [Hindko people, nativeTo, Kohat region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kohat region
Context triple: [Hindko people, nativeTo, Kohat region]
  • A. Zakatala region
    The Zakatala region is a culturally diverse area in northwestern Azerbaijan, known for its mountainous landscapes and as a historic home of the Ingiloy minority.
  • B. Kausani region
    Kausani region is a scenic hill area in Uttarakhand, India, renowned for its panoramic Himalayan views and tranquil natural surroundings.
  • C. Nohur region
    The Nohur region is a remote mountainous area in southern Turkmenistan known for its distinct local culture, traditions, and dialect.
  • D. Karas Region
    Karas Region is the southernmost administrative region of Namibia, known for its arid landscapes, desert scenery, and coastal towns along the Atlantic Ocean.
  • E. Tirah region
    The Tirah region is a mountainous, historically tribal area in Pakistan’s northwest, known for its strategic location, Pashtun communities, and history of conflict and resistance.
  • 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: Kohat region
Triple: [Hindko people, nativeTo, Kohat region]
Generated description
The Kohat region is an area in northwestern Pakistan known for its diverse ethnic makeup, including a significant population of Hindko-speaking people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kohat region
Target entity description: The Kohat region is an area in northwestern Pakistan known for its diverse ethnic makeup, including a significant population of Hindko-speaking people.
  • A. Zakatala region
    The Zakatala region is a culturally diverse area in northwestern Azerbaijan, known for its mountainous landscapes and as a historic home of the Ingiloy minority.
  • B. Kausani region
    Kausani region is a scenic hill area in Uttarakhand, India, renowned for its panoramic Himalayan views and tranquil natural surroundings.
  • C. Nohur region
    The Nohur region is a remote mountainous area in southern Turkmenistan known for its distinct local culture, traditions, and dialect.
  • D. Karas Region
    Karas Region is the southernmost administrative region of Namibia, known for its arid landscapes, desert scenery, and coastal towns along the Atlantic Ocean.
  • E. Tirah region
    The Tirah region is a mountainous, historically tribal area in Pakistan’s northwest, known for its strategic location, Pashtun communities, and history of conflict and resistance.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0c177081909178dec61b09c278 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739a2c75c819093765eb9d0d2377e completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73db030ec8190a7d6b2cb1a3d52ed completed May 3, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69f73e8531a48190a280407f291d004c completed May 3, 2026, 12:24 p.m.
Created at: April 9, 2026, 9:41 p.m.