Triple

T18767318
Position Surface form Disambiguated ID Type / Status
Subject Cagayan Valley languages E458924 entity
Predicate hasMember P10 FINISHED
Object Central Cagayan Agta language
Central Cagayan Agta language is an Aeta (Agta) language spoken by indigenous Agta communities in the Cagayan Valley region of northern Luzon in the Philippines.
E1341888 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: Central Cagayan Agta language | Statement: [Cagayan Valley languages, hasMember, Central Cagayan Agta language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Cagayan Agta language
Context triple: [Cagayan Valley languages, hasMember, Central Cagayan Agta language]
  • A. Cagayan Valley languages
    The Cagayan Valley languages are a subgroup of Northern Philippine languages spoken primarily in the Cagayan Valley region of Luzon, including languages such as Ibanag, Itawit, and Gaddang.
  • B. Mount Iraya Agta language
    The Mount Iraya Agta language is an endangered Austronesian language spoken by the Agta (Negrito) people living around Mount Iraya in the northern Philippines.
  • C. Bontoc language
    The Bontoc language is an Austronesian language spoken by the Bontoc people of the Mountain Province in the northern Philippines.
  • D. Kalagan language
    The Kalagan language is an Austronesian language spoken by the Kalagan people of Mindanao in the southern Philippines, particularly in areas such as Sarangani.
  • E. Calamian Tagbanwa language
    Calamian Tagbanwa is an Austronesian language spoken by the Tagbanwa people in the Calamian Islands of northern Palawan in the Philippines.
  • 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: Central Cagayan Agta language
Triple: [Cagayan Valley languages, hasMember, Central Cagayan Agta language]
Generated description
Central Cagayan Agta language is an Aeta (Agta) language spoken by indigenous Agta communities in the Cagayan Valley region of northern Luzon in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Cagayan Agta language
Target entity description: Central Cagayan Agta language is an Aeta (Agta) language spoken by indigenous Agta communities in the Cagayan Valley region of northern Luzon in the Philippines.
  • A. Cagayan Valley languages
    The Cagayan Valley languages are a subgroup of Northern Philippine languages spoken primarily in the Cagayan Valley region of Luzon, including languages such as Ibanag, Itawit, and Gaddang.
  • B. Mount Iraya Agta language
    The Mount Iraya Agta language is an endangered Austronesian language spoken by the Agta (Negrito) people living around Mount Iraya in the northern Philippines.
  • C. Bontoc language
    The Bontoc language is an Austronesian language spoken by the Bontoc people of the Mountain Province in the northern Philippines.
  • D. Kalagan language
    The Kalagan language is an Austronesian language spoken by the Kalagan people of Mindanao in the southern Philippines, particularly in areas such as Sarangani.
  • E. Calamian Tagbanwa language
    Calamian Tagbanwa is an Austronesian language spoken by the Tagbanwa people in the Calamian Islands of northern Palawan in the Philippines.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e58d859c8081909cec3aa64d264885 completed April 20, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d42a8cc8190b1f738ab62b3977b completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a0540f000788190a1e5c3dc04cdc2b9 completed May 14, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_6a0541b4d92881908445f032e2196a62 completed May 14, 2026, 3:29 a.m.
Created at: April 10, 2026, 11:52 a.m.