Triple

T21412979
Position Surface form Disambiguated ID Type / Status
Subject Limos Kalinga E528221 entity
Predicate spokenBy P2181 FINISHED
Object Limos community (Kalinga)
The Limos community (Kalinga) is an indigenous group in the Kalinga province of the Philippines known for its distinct cultural traditions and use of the Limos Kalinga language.
 E1483195 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: Limos community (Kalinga) | Statement: [Limos Kalinga, spokenBy, Limos community (Kalinga)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Limos community (Kalinga)
Context triple: [Limos Kalinga, spokenBy, Limos community (Kalinga)]
  • A. Partido Agta communities
    Partido Agta communities are indigenous Agta groups in the Partido region of Camarines Sur, Philippines, known for their distinct cultural traditions and use of the Inagta Partido language.
  • B. Maharlika Village
    Maharlika Village is a predominantly Muslim residential barangay in Taguig City, Metro Manila, known as one of the largest Muslim communities in the Philippines.
  • C. Bontoc
    Bontoc is a coastal municipality in the province of Southern Leyte in the Philippines known for its agricultural economy and rural communities.
  • D. Bontoc
    Bontoc is an Austronesian language spoken by the Bontoc people in the Mountain Province of the northern Philippines.
  • E. Kalagan people
    The Kalagan people are an indigenous Moro ethnolinguistic group of Mindanao in the southern Philippines, known for their distinct language, culture, and Islamic-influenced traditions.
  • 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: Limos community (Kalinga)
Triple: [Limos Kalinga, spokenBy, Limos community (Kalinga)]
Generated description
The Limos community (Kalinga) is an indigenous group in the Kalinga province of the Philippines known for its distinct cultural traditions and use of the Limos Kalinga language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Limos community (Kalinga)
Target entity description: The Limos community (Kalinga) is an indigenous group in the Kalinga province of the Philippines known for its distinct cultural traditions and use of the Limos Kalinga language.
  • A. Partido Agta communities
    Partido Agta communities are indigenous Agta groups in the Partido region of Camarines Sur, Philippines, known for their distinct cultural traditions and use of the Inagta Partido language.
  • B. Maharlika Village
    Maharlika Village is a predominantly Muslim residential barangay in Taguig City, Metro Manila, known as one of the largest Muslim communities in the Philippines.
  • C. Bontoc
    Bontoc is a coastal municipality in the province of Southern Leyte in the Philippines known for its agricultural economy and rural communities.
  • D. Bontoc
    Bontoc is an Austronesian language spoken by the Bontoc people in the Mountain Province of the northern Philippines.
  • E. Kalagan people
    The Kalagan people are an indigenous Moro ethnolinguistic group of Mindanao in the southern Philippines, known for their distinct language, culture, and Islamic-influenced traditions.
  • 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_69e0c454c248819093425d1099101c09 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b20017d8819096b1a679edc8943a completed April 22, 2026, 11:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c29cc1b08190836cc0c0723564ae completed May 17, 2026, 1:29 p.m.
NEDg Description generation batch_6a09c34f94108190bc5a5814c40c3550 completed May 17, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_6a09c3d49b8c8190b5a138cb0530ca70 completed May 17, 2026, 1:34 p.m.
Created at: April 16, 2026, 5:44 p.m.