Triple

T1585579
Position Surface form Disambiguated ID Type / Status
Subject Bisayan languages subgroup E34056 entity
Predicate relatedTo P37 FINISHED
Object Bikol languages
The Bikol languages are a group of closely related Austronesian languages spoken primarily in the Bicol Region of the Philippines, known for their affinity with the neighboring Visayan (Bisayan) languages.
E12341 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: Bikol languages | Statement: [Bisayan languages subgroup, relatedTo, Bikol languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bikol languages
Context triple: [Bisayan languages subgroup, relatedTo, Bikol languages]
  • A. Bikol language
    The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
  • B. Pangasinan language
    The Pangasinan language is an Austronesian language spoken primarily in the province of Pangasinan and nearby areas in the Philippines, known for its distinct vocabulary and grammar within the Northern Luzon language group.
  • C. Palawano languages
    The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
  • D. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • E. Maguindanaon language
    The Maguindanaon language is an Austronesian language spoken primarily by the Maguindanaon people in the Mindanao region of 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: Bikol languages
Triple: [Bisayan languages subgroup, relatedTo, Bikol languages]
Generated description
The Bikol languages are a group of closely related Austronesian languages spoken primarily in the Bicol Region of the Philippines, known for their affinity with the neighboring Visayan (Bisayan) languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bikol languages
Target entity description: The Bikol languages are a group of closely related Austronesian languages spoken primarily in the Bicol Region of the Philippines, known for their affinity with the neighboring Visayan (Bisayan) languages.
  • A. Bikol language chosen
    The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
  • B. Pangasinan language
    The Pangasinan language is an Austronesian language spoken primarily in the province of Pangasinan and nearby areas in the Philippines, known for its distinct vocabulary and grammar within the Northern Luzon language group.
  • C. Palawano languages
    The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
  • D. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • E. Maguindanaon language
    The Maguindanaon language is an Austronesian language spoken primarily by the Maguindanaon people in the Mindanao region of the southern Philippines.
  • F. None of above.

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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908f3b5f48190bd5eff3ce81c5ffb completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad469b36548190b2bdf2324fbea30f completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad47189b388190acd217b2ba37533b completed March 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad47ffc5088190aeba84f6d92ff86f completed March 8, 2026, 9:57 a.m.
Created at: March 4, 2026, 7:27 p.m.