Triple

T7886742
Position Surface form Disambiguated ID Type / Status
Subject Gandaki Province E183121 entity
Predicate containsCity P294 FINISHED
Object Waling
Waling is a municipality and growing urban center in the Syangja District of central Nepal, situated along the Siddhartha Highway in Gandaki Province.
 E701219 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: Waling | Statement: [Gandaki Province, containsCity, Waling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waling
Context triple: [Gandaki Province, containsCity, Waling]
  • A. Wala
    The Wala are an ethnic group primarily inhabiting the Upper West Region of Ghana, known for their Islamic heritage, centralized chieftaincy system, and rich traditions in trade and craftsmanship.
  • B. Wala
    Wala is an Oceanic language variety spoken in Vanuatu, recognized as one of the dialects within the Uripiv-Wala-Rano-Atchin dialect chain.
  • C. Wandiligong
    Wandiligong is a small historic rural locality in northeastern Victoria, Australia, known for its picturesque valley setting, heritage-listed sites, and apple orchards.
  • D. Walikale
    Walikale is a town and territory in the mineral-rich, conflict-affected North Kivu region of the eastern Democratic Republic of the Congo.
  • E. Walo
    Walo was a precolonial West African kingdom in the lower Senegal River region, known as one of the successor states to the Wolof Empire.
  • 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: Waling
Triple: [Gandaki Province, containsCity, Waling]
Generated description
Waling is a municipality and growing urban center in the Syangja District of central Nepal, situated along the Siddhartha Highway in Gandaki Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waling
Target entity description: Waling is a municipality and growing urban center in the Syangja District of central Nepal, situated along the Siddhartha Highway in Gandaki Province.
  • A. Wala
    The Wala are an ethnic group primarily inhabiting the Upper West Region of Ghana, known for their Islamic heritage, centralized chieftaincy system, and rich traditions in trade and craftsmanship.
  • B. Wala
    Wala is an Oceanic language variety spoken in Vanuatu, recognized as one of the dialects within the Uripiv-Wala-Rano-Atchin dialect chain.
  • C. Wandiligong
    Wandiligong is a small historic rural locality in northeastern Victoria, Australia, known for its picturesque valley setting, heritage-listed sites, and apple orchards.
  • D. Walikale
    Walikale is a town and territory in the mineral-rich, conflict-affected North Kivu region of the eastern Democratic Republic of the Congo.
  • E. Walo
    Walo was a precolonial West African kingdom in the lower Senegal River region, known as one of the successor states to the Wolof Empire.
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39d7e6308190b5a554385e83ff0d completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b98f9b88190b25b5c23a9ae9ced completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7631d10881908e3c7dacb98520cd completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf847f3c819092d690d8d65f6d60 completed March 31, 2026, 12:35 p.m.
Created at: March 30, 2026, 4:59 p.m.