Triple

T6184936

Position	Surface form	Disambiguated ID	Type / Status
Subject	Masbateño	`E138031`	entity
Predicate	partOf	`P40`	FINISHED
Object	Philippine linguistic area The Philippine linguistic area is a region encompassing the Philippines where diverse Austronesian languages share common structural features due to long-term contact and convergence.	`E576536`	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: Philippine linguistic area | Statement: [Masbateño, partOf, Philippine linguistic area]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Philippine linguistic area
Context triple: [Masbateño, partOf, Philippine linguistic area]

A. Southern Luzon languages
The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
B. Northern Luzon languages
The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
C. Philippine languages
Philippine languages are a major branch of the Austronesian language family spoken throughout the Philippines, encompassing numerous related languages such as Tagalog, Cebuano, Ilocano, and Bikol.
D. Philippine–Cordilleran languages
The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
E. Visayan languages
The Visayan languages are a major group of closely related Austronesian languages spoken primarily in the central and southern Philippines, including widely used varieties such as Cebuano, Hiligaynon, and Waray.
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: Philippine linguistic area
Triple: [Masbateño, partOf, Philippine linguistic area]

Generated description

The Philippine linguistic area is a region encompassing the Philippines where diverse Austronesian languages share common structural features due to long-term contact and convergence.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Philippine linguistic area
Target entity description: The Philippine linguistic area is a region encompassing the Philippines where diverse Austronesian languages share common structural features due to long-term contact and convergence.

A. Southern Luzon languages
The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
B. Northern Luzon languages
The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
C. Philippine languages
Philippine languages are a major branch of the Austronesian language family spoken throughout the Philippines, encompassing numerous related languages such as Tagalog, Cebuano, Ilocano, and Bikol.
D. Philippine–Cordilleran languages
The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
E. Visayan languages
The Visayan languages are a major group of closely related Austronesian languages spoken primarily in the central and southern Philippines, including widely used varieties such as Cebuano, Hiligaynon, and Waray.
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_69c008a8fd408190b7ec6e42934974a6`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c062150fc48190877240abe6b6c636`	completed	March 22, 2026, 9:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c16ef823348190a8ed68141857e28c`	completed	March 23, 2026, 4:48 p.m.
NEDg	Description generation	`batch_69c1be0624088190b20fdfa389ebf092`	completed	March 23, 2026, 10:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69c1bec4844081908baa5abbc4cb3221`	completed	March 23, 2026, 10:29 p.m.

Created at: March 22, 2026, 4:19 p.m.