Triple

T15428490
Position Surface form Disambiguated ID Type / Status
Subject Madhesh Province E369573 entity
Predicate containsCity P294 FINISHED
Object Bhangaha
Bhangaha is a municipality-level city located in Nepal's Madhesh Province.
 E1161421 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: Bhangaha | Statement: [Madhesh Province, containsCity, Bhangaha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bhangaha
Context triple: [Madhesh Province, containsCity, Bhangaha]
  • A. Birgunj
    Birgunj is a major commercial and industrial city in southern Nepal, serving as a key trade gateway with India.
  • B. Biratnagar
    Biratnagar is a major industrial and commercial city in southeastern Nepal, serving as a key economic hub near the Indian border.
  • C. Nepalgunj
    Nepalgunj is a major city in southwestern Nepal known as a commercial and transportation hub near the Indian border.
  • D. Janakpur
    Janakpur is a historic cultural and religious center in the Mithila region, renowned as a major pilgrimage site associated with the Hindu epic Ramayana.
  • E. Banepa
    Banepa is a historic Newar-influenced town in central Nepal known as a local commercial hub and cultural center.
  • 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: Bhangaha
Triple: [Madhesh Province, containsCity, Bhangaha]
Generated description
Bhangaha is a municipality-level city located in Nepal's Madhesh Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bhangaha
Target entity description: Bhangaha is a municipality-level city located in Nepal's Madhesh Province.
  • A. Birgunj
    Birgunj is a major commercial and industrial city in southern Nepal, serving as a key trade gateway with India.
  • B. Biratnagar
    Biratnagar is a major industrial and commercial city in southeastern Nepal, serving as a key economic hub near the Indian border.
  • C. Nepalgunj
    Nepalgunj is a major city in southwestern Nepal known as a commercial and transportation hub near the Indian border.
  • D. Janakpur
    Janakpur is a historic cultural and religious center in the Mithila region, renowned as a major pilgrimage site associated with the Hindu epic Ramayana.
  • E. Banepa
    Banepa is a historic Newar-influenced town in central Nepal known as a local commercial hub and cultural center.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ec31f4881908b26ff7c381d7bc9 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d40d3388190b1bd724238f928b1 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3e05ba088190a49f8a765397923d completed May 9, 2026, 2 p.m.
NED2 Entity disambiguation (via description) batch_69ff3e69d7fc8190b8c5f99d3c8158f6 completed May 9, 2026, 2:02 p.m.
Created at: April 10, 2026, 3:20 a.m.