Triple

T10897229
Position Surface form Disambiguated ID Type / Status
Subject Sarangani E257340 entity
Predicate hasLanguage P15 FINISHED
Object 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.
E896005 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: Kalagan language | Statement: [Sarangani, hasLanguage, Kalagan language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalagan language
Context triple: [Sarangani, hasLanguage, Kalagan language]
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Calamian Tagbanwa language
    Calamian Tagbanwa is an Austronesian language spoken by the Tagbanwa people in the Calamian Islands of northern Palawan in the Philippines.
  • C. Bolinao language
    The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
  • D. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • E. Yakan language
    The Yakan language is an Austronesian language spoken primarily by the Yakan people of the Sulu Archipelago and nearby areas in the southern 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: Kalagan language
Triple: [Sarangani, hasLanguage, Kalagan language]
Generated description
The Kalagan language is an Austronesian language spoken by the Kalagan people of Mindanao in the southern Philippines, particularly in areas such as Sarangani.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalagan language
Target entity description: The Kalagan language is an Austronesian language spoken by the Kalagan people of Mindanao in the southern Philippines, particularly in areas such as Sarangani.
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Calamian Tagbanwa language
    Calamian Tagbanwa is an Austronesian language spoken by the Tagbanwa people in the Calamian Islands of northern Palawan in the Philippines.
  • C. Bolinao language
    The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
  • D. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • E. Yakan language
    The Yakan language is an Austronesian language spoken primarily by the Yakan people of the Sulu Archipelago and nearby areas in the southern 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75d02e4c88190b8286078e90bf913 completed April 9, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23b9e5ddc81908cbd27e8db49dbaf completed April 17, 2026, 1:54 p.m.
NEDg Description generation batch_69e2453f6f008190847298f4006290f7 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e288b1d64c8190b31313634b706d0a completed April 17, 2026, 7:23 p.m.
Created at: April 8, 2026, 9:21 p.m.