Triple

T12724530
Position Surface form Disambiguated ID Type / Status
Subject Ifugao languages E304068 entity
Predicate hasMember P10 FINISHED
Object Amganad Ifugao language
Amganad Ifugao is an Austronesian language spoken by the Ifugao people of the central Cordillera region in northern Luzon, Philippines.
E1000985 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: Amganad Ifugao language | Statement: [Ifugao languages, hasMember, Amganad Ifugao language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amganad Ifugao language
Context triple: [Ifugao languages, hasMember, Amganad Ifugao language]
  • A. Batad Ifugao language
    The Batad Ifugao language is an Austronesian language spoken by the Ifugao people in the Cordillera region of the northern Philippines, particularly around the village of Batad.
  • B. Ibanag language
    The Ibanag language is an Austronesian language spoken primarily in the Cagayan Valley region of northern Luzon in the Philippines.
  • C. 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.
  • D. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • E. Inagta Rinconada language
    Inagta Rinconada is an endangered Aeta language of the Philippines spoken by small indigenous communities in the Rinconada area of Camarines Sur in southern Luzon.
  • 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: Amganad Ifugao language
Triple: [Ifugao languages, hasMember, Amganad Ifugao language]
Generated description
Amganad Ifugao is an Austronesian language spoken by the Ifugao people of the central Cordillera region in northern Luzon, Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amganad Ifugao language
Target entity description: Amganad Ifugao is an Austronesian language spoken by the Ifugao people of the central Cordillera region in northern Luzon, Philippines.
  • A. Batad Ifugao language
    The Batad Ifugao language is an Austronesian language spoken by the Ifugao people in the Cordillera region of the northern Philippines, particularly around the village of Batad.
  • B. Ibanag language
    The Ibanag language is an Austronesian language spoken primarily in the Cagayan Valley region of northern Luzon in the Philippines.
  • C. 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.
  • D. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • E. Inagta Rinconada language
    Inagta Rinconada is an endangered Aeta language of the Philippines spoken by small indigenous communities in the Rinconada area of Camarines Sur in southern Luzon.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d964148f988190a4d0e7b41614fa64 completed April 10, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c85c6b88190bbdd94a43915a7a4 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67d888d7c8190b9aaeb877984a403 completed May 2, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f67e0f48e4819085905564f5540f37 completed May 2, 2026, 10:43 p.m.
Created at: April 9, 2026, 5:25 p.m.