Triple

T11224963
Position Surface form Disambiguated ID Type / Status
Subject Hazara Motorway E265670 entity
Predicate connects P390 FINISHED
Object Thakot
Thakot is a town in Pakistan’s Khyber Pakhtunkhwa province, situated along the Indus River and serving as a key junction on routes linking the northern mountainous regions with the rest of the country.
E912481 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: Thakot | Statement: [Hazara Motorway, connects, Thakot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thakot
Context triple: [Hazara Motorway, connects, Thakot]
  • A. Ratanapura
    Ratanapura is the historical name of the Ava Kingdom, a prominent Burmese kingdom that ruled central Myanmar from the 14th to 16th centuries.
  • B. Tharmada
    Tharmada is a town in central Saudi Arabia where the Central Najdi dialect of Arabic is commonly spoken.
  • C. Thakoon
    Thakoon is a New York-based fashion label founded by designer Thakoon Panichgul, known for its modern, feminine ready-to-wear collections and innovative prints.
  • D. Makha Bucha
    Makha Bucha is a major Buddhist holy day, primarily observed in Thailand, commemorating the Buddha’s teachings and a historic gathering of his disciples.
  • E. U Thong
    U Thong is an ancient town in central Thailand recognized as one of the earliest centers of the Dvaravati culture and an important archaeological site for early Thai history and Buddhism.
  • 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: Thakot
Triple: [Hazara Motorway, connects, Thakot]
Generated description
Thakot is a town in Pakistan’s Khyber Pakhtunkhwa province, situated along the Indus River and serving as a key junction on routes linking the northern mountainous regions with the rest of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thakot
Target entity description: Thakot is a town in Pakistan’s Khyber Pakhtunkhwa province, situated along the Indus River and serving as a key junction on routes linking the northern mountainous regions with the rest of the country.
  • A. Ratanapura
    Ratanapura is the historical name of the Ava Kingdom, a prominent Burmese kingdom that ruled central Myanmar from the 14th to 16th centuries.
  • B. Tharmada
    Tharmada is a town in central Saudi Arabia where the Central Najdi dialect of Arabic is commonly spoken.
  • C. Thakoon
    Thakoon is a New York-based fashion label founded by designer Thakoon Panichgul, known for its modern, feminine ready-to-wear collections and innovative prints.
  • D. Makha Bucha
    Makha Bucha is a major Buddhist holy day, primarily observed in Thailand, commemorating the Buddha’s teachings and a historic gathering of his disciples.
  • E. U Thong
    U Thong is an ancient town in central Thailand recognized as one of the earliest centers of the Dvaravati culture and an important archaeological site for early Thai history and Buddhism.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8ee15d4819087449058addef597 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad269b248190bb72e560e3efc0ce completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:30 p.m.