Triple

T12684567
Position Surface form Disambiguated ID Type / Status
Subject Mardan District E303034 entity
Predicate containsSettlement P847 FINISHED
Object Katlang
Katlang is a town and administrative unit in Pakistan’s Khyber Pakhtunkhwa province, situated within the Mardan region and known for its agricultural surroundings and local markets.
E998882 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: Katlang | Statement: [Mardan District, containsSettlement, Katlang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katlang
Context triple: [Mardan District, containsSettlement, Katlang]
  • A. Langtang
    Langtang is a town in Plateau State, central Nigeria, known as the homeland of the Tarok people and for its strong tradition of producing military officers.
  • B. Khumbu
    Khumbu is a high-altitude region in northeastern Nepal famed for encompassing the Everest area and serving as the homeland of the Sherpa people.
  • C. Langtang Himal
    Langtang Himal is a prominent subrange of the Himalayas in north-central Nepal, known for its high peaks, glaciers, and popular trekking routes near the Tibetan border.
  • D. Ganjshakar
    Ganjshakar is the revered Sufi saint Baba Farid’s honorific title, signifying him as a spiritual figure of great sanctity and generosity in the Chishti tradition.
  • E. Annapurna
    Annapurna is a prominent massif in north-central Nepal renowned for its towering peaks, including one of the world’s highest mountains, and its challenging trekking and climbing routes.
  • 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: Katlang
Triple: [Mardan District, containsSettlement, Katlang]
Generated description
Katlang is a town and administrative unit in Pakistan’s Khyber Pakhtunkhwa province, situated within the Mardan region and known for its agricultural surroundings and local markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katlang
Target entity description: Katlang is a town and administrative unit in Pakistan’s Khyber Pakhtunkhwa province, situated within the Mardan region and known for its agricultural surroundings and local markets.
  • A. Langtang
    Langtang is a town in Plateau State, central Nigeria, known as the homeland of the Tarok people and for its strong tradition of producing military officers.
  • B. Khumbu
    Khumbu is a high-altitude region in northeastern Nepal famed for encompassing the Everest area and serving as the homeland of the Sherpa people.
  • C. Langtang Himal
    Langtang Himal is a prominent subrange of the Himalayas in north-central Nepal, known for its high peaks, glaciers, and popular trekking routes near the Tibetan border.
  • D. Ganjshakar
    Ganjshakar is the revered Sufi saint Baba Farid’s honorific title, signifying him as a spiritual figure of great sanctity and generosity in the Chishti tradition.
  • E. Annapurna
    Annapurna is a prominent massif in north-central Nepal renowned for its towering peaks, including one of the world’s highest mountains, and its challenging trekking and climbing routes.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961d7cd4c81909521839ef5859799 completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a8f068819086e2191439607f76 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6749c2ddc8190945270e6e5b210dd completed May 2, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:21 p.m.