Triple

T655161
Position Surface form Disambiguated ID Type / Status
Subject Kapampangan language E11631 entity
Predicate closelyRelatedTo P37 FINISHED
Object Sambal language
The Sambal language is an Austronesian language spoken by the Sambal people of western Luzon in the Philippines, particularly in the Zambales region.
 E82021 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: Sambal language | Statement: [Kapampangan language, closelyRelatedTo, Sambal language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sambal language
Context triple: [Kapampangan language, closelyRelatedTo, Sambal language]
  • A. Taman languages
    Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
  • B. Salinan language
    The Salinan language is an extinct Native American language once spoken by the Salinan people of central California, often classified within the proposed Hokan language family.
  • C. Chimariko language
    The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
  • D. Unami language
    The Unami language is an Eastern Algonquian Native American language traditionally spoken by the Lenape (Delaware) people in the mid-Atlantic region of the United States.
  • E. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • 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: Sambal language
Triple: [Kapampangan language, closelyRelatedTo, Sambal language]
Generated description
The Sambal language is an Austronesian language spoken by the Sambal people of western Luzon in the Philippines, particularly in the Zambales region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sambal language
Target entity description: The Sambal language is an Austronesian language spoken by the Sambal people of western Luzon in the Philippines, particularly in the Zambales region.
  • A. Taman languages
    Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
  • B. Salinan language
    The Salinan language is an extinct Native American language once spoken by the Salinan people of central California, often classified within the proposed Hokan language family.
  • C. Chimariko language
    The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
  • D. Unami language
    The Unami language is an Eastern Algonquian Native American language traditionally spoken by the Lenape (Delaware) people in the mid-Atlantic region of the United States.
  • E. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f4d57688190a9515ac494a97b22 completed March 1, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a591486b708190b0191e958c6c8851 completed March 2, 2026, 1:31 p.m.
NEDg Description generation batch_69a592095c7881909c7bdeb5ac5a2cdd completed March 2, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a595bf289c8190971799c6942f29e3 completed March 2, 2026, 1:50 p.m.
Created at: March 1, 2026, 7:36 p.m.