Triple

T6505191
Position Surface form Disambiguated ID Type / Status
Subject Balangao language E149988 entity
Predicate spokenInMunicipality P46920 FINISHED
Object Natonin
Natonin is a remote, mountainous municipality in the Philippine province of Mountain Province, known for its indigenous communities and use of the Balangao language.
E600669 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: Natonin | Statement: [Balangao language, spokenInMunicipality, Natonin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Natonin
Context triple: [Balangao language, spokenInMunicipality, Natonin]
  • A. Daypro
    Daypro is a prescription nonsteroidal anti-inflammatory drug (NSAID) containing oxaprozin, used to relieve pain and inflammation in conditions such as osteoarthritis and rheumatoid arthritis.
  • B. Nabdam
    Nabdam are an ethnic group indigenous to northeastern Ghana, particularly associated with the area now known as the Upper East Region.
  • C. Novafora
    Novafora was a semiconductor company known for acquiring Transmeta to expand its presence in low-power microprocessor and video processing technologies.
  • D. Ranelva
    Ranelva is a river in Nordland county, Norway, known for flowing through the town of Mo i Rana and into the Ranfjorden.
  • E. Mornant
    Mornant is a commune in eastern France located in the Rhône department, known for its rural character and proximity to the Lyon metropolitan area.
  • 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: Natonin
Triple: [Balangao language, spokenInMunicipality, Natonin]
Generated description
Natonin is a remote, mountainous municipality in the Philippine province of Mountain Province, known for its indigenous communities and use of the Balangao language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Natonin
Target entity description: Natonin is a remote, mountainous municipality in the Philippine province of Mountain Province, known for its indigenous communities and use of the Balangao language.
  • A. Daypro
    Daypro is a prescription nonsteroidal anti-inflammatory drug (NSAID) containing oxaprozin, used to relieve pain and inflammation in conditions such as osteoarthritis and rheumatoid arthritis.
  • B. Nabdam
    Nabdam are an ethnic group indigenous to northeastern Ghana, particularly associated with the area now known as the Upper East Region.
  • C. Novafora
    Novafora was a semiconductor company known for acquiring Transmeta to expand its presence in low-power microprocessor and video processing technologies.
  • D. Ranelva
    Ranelva is a river in Nordland county, Norway, known for flowing through the town of Mo i Rana and into the Ranfjorden.
  • E. Mornant
    Mornant is a commune in eastern France located in the Rhône department, known for its rural character and proximity to the Lyon metropolitan area.
  • 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_69c687ef291081909d437f035eef1cda completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c69966ff708190902c88cb6b48e5d7 completed March 27, 2026, 2:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb43db608190b785e77f6850bb6f completed March 27, 2026, 6:24 p.m.
NEDg Description generation batch_69c6cc96edd08190b0c0f1b49dd64160 completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd8d15ec8190be5a8c5e3f201139 completed March 27, 2026, 6:33 p.m.
Created at: March 27, 2026, 1:43 p.m.