Triple

T14048753
Position Surface form Disambiguated ID Type / Status
Subject Agta languages E338027 entity
Predicate includeVariety P41829 FINISHED
Object Pahanan Agta
Pahanan Agta is an Austronesian language spoken by the Agta (Negrito) people of the Philippines, known for its distinct phonology and endangered status.
E1077860 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: Pahanan Agta | Statement: [Agta languages, includeVariety, Pahanan Agta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pahanan Agta
Context triple: [Agta languages, includeVariety, Pahanan Agta]
  • A. Remontado Agta
    Remontado Agta is an indigenous Philippine language spoken by the Remontado Dumagat (Agta) people, traditionally inhabiting mountainous and forested areas of Luzon.
  • B. Rinconada Agta
    Rinconada Agta is an Austronesian language variety spoken by the Agta (Negrito) people in the Rinconada area of the Bicol region in the Philippines.
  • C. Casiguran Agta
    Casiguran Agta is an indigenous Aeta language of northeastern Luzon in the Philippines, spoken by the Casiguran Agta people.
  • D. Dumagat (Agta)
    Dumagat (Agta) are an indigenous Negrito people of the Philippines, traditionally semi-nomadic forest dwellers known for their distinct culture, language, and close relationship with the Sierra Madre mountain environment.
  • E. Tadyawan Mangyan
    Tadyawan Mangyan are an indigenous Mangyan subgroup of Mindoro in the Philippines, known for their distinct language, traditional swidden agriculture, and upland forest communities.
  • 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: Pahanan Agta
Triple: [Agta languages, includeVariety, Pahanan Agta]
Generated description
Pahanan Agta is an Austronesian language spoken by the Agta (Negrito) people of the Philippines, known for its distinct phonology and endangered status.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pahanan Agta
Target entity description: Pahanan Agta is an Austronesian language spoken by the Agta (Negrito) people of the Philippines, known for its distinct phonology and endangered status.
  • A. Remontado Agta
    Remontado Agta is an indigenous Philippine language spoken by the Remontado Dumagat (Agta) people, traditionally inhabiting mountainous and forested areas of Luzon.
  • B. Rinconada Agta
    Rinconada Agta is an Austronesian language variety spoken by the Agta (Negrito) people in the Rinconada area of the Bicol region in the Philippines.
  • C. Casiguran Agta
    Casiguran Agta is an indigenous Aeta language of northeastern Luzon in the Philippines, spoken by the Casiguran Agta people.
  • D. Dumagat (Agta)
    Dumagat (Agta) are an indigenous Negrito people of the Philippines, traditionally semi-nomadic forest dwellers known for their distinct culture, language, and close relationship with the Sierra Madre mountain environment.
  • E. Tadyawan Mangyan
    Tadyawan Mangyan are an indigenous Mangyan subgroup of Mindoro in the Philippines, known for their distinct language, traditional swidden agriculture, and upland forest communities.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de3c88b5e48190b0f0149102c08992 completed April 14, 2026, 1:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb65c1a90819097754497f07f5312 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc54039f081908c397005fc4e4e9b completed May 7, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69fcc61353d481908192a1e2f44e6a94 completed May 7, 2026, 5:04 p.m.
Created at: April 9, 2026, 10:20 p.m.