Triple

T5615251
Position Surface form Disambiguated ID Type / Status
Subject Iwak language E147459 entity
Predicate hasAncestor P369 FINISHED
Object Proto-Northern Luzon language
Proto-Northern Luzon language is a reconstructed ancestral language hypothesized to be the common source of the Northern Luzon subgroup of Austronesian languages spoken in the northern Philippines.
E534730 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: Proto-Northern Luzon language | Statement: [Iwak language, hasAncestor, Proto-Northern Luzon language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Northern Luzon language
Context triple: [Iwak language, hasAncestor, Proto-Northern Luzon 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. Ifugao languages
    The Ifugao languages are a group of closely related Austronesian languages spoken by the Ifugao people of the northern Philippines, particularly in the mountainous areas of Luzon.
  • C. Proto-Bisayan
    Proto-Bisayan is the reconstructed common ancestor language from which the various Bisayan (Visayan) languages of the central Philippines are believed to have evolved.
  • D. 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.
  • E. Proto-Philippine language
    Proto-Philippine is the reconstructed common ancestor of the Philippine branch of the Austronesian language family, from which many modern Philippine languages are derived.
  • 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: Proto-Northern Luzon language
Triple: [Iwak language, hasAncestor, Proto-Northern Luzon language]
Generated description
Proto-Northern Luzon language is a reconstructed ancestral language hypothesized to be the common source of the Northern Luzon subgroup of Austronesian languages spoken in the northern Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Northern Luzon language
Target entity description: Proto-Northern Luzon language is a reconstructed ancestral language hypothesized to be the common source of the Northern Luzon subgroup of Austronesian languages spoken in the northern 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. Ifugao languages
    The Ifugao languages are a group of closely related Austronesian languages spoken by the Ifugao people of the northern Philippines, particularly in the mountainous areas of Luzon.
  • C. Proto-Bisayan
    Proto-Bisayan is the reconstructed common ancestor language from which the various Bisayan (Visayan) languages of the central Philippines are believed to have evolved.
  • D. 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.
  • E. Proto-Philippine language
    Proto-Philippine is the reconstructed common ancestor of the Philippine branch of the Austronesian language family, from which many modern Philippine languages are derived.
  • 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_69c00905d4588190bd967842bbcf2219 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02123fa9081909086c9cce3f3e907 completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d51c12c8190911fb9a0c0d234d8 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e89b7c481908abae227d22cc814 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f41b158819097f9ef536215e248 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:39 p.m.