Triple

T1322784
Position Surface form Disambiguated ID Type / Status
Subject South Sulawesi languages E28256 entity
Predicate hasSubgroup P747 FINISHED
Object Kalao language
The Kalao language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
 E166155 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: Kalao language | Statement: [South Sulawesi languages, hasSubgroup, Kalao language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalao language
Context triple: [South Sulawesi languages, hasSubgroup, Kalao language]
  • A. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • B. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • C. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • D. Kankanaey language
    The Kankanaey language is an Austronesian language spoken by the Kankanaey people of the northern Philippines, particularly in the Cordillera region of Luzon.
  • E. Kalinga language
    The Kalinga language is an Austronesian language spoken by the Kalinga people in the northern Cordillera region of Luzon in the 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: Kalao language
Triple: [South Sulawesi languages, hasSubgroup, Kalao language]
Generated description
The Kalao language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalao language
Target entity description: The Kalao language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
  • A. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • B. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • C. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • D. Kankanaey language
    The Kankanaey language is an Austronesian language spoken by the Kankanaey people of the northern Philippines, particularly in the Cordillera region of Luzon.
  • E. Kalinga language
    The Kalinga language is an Austronesian language spoken by the Kalinga people in the northern Cordillera region of Luzon in the 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_69a498540a2481909e807a762280d3ba completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c19b76b48190aa8857b80971a842 completed March 1, 2026, 10:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08a5b5fc81909b75f07b620447cd completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09c5e774819085db9a3dd0fdf4ed completed March 8, 2026, 5:31 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aa2a8008190aba7ae0d09619d82 completed March 8, 2026, 5:35 a.m.
Created at: March 1, 2026, 7:55 p.m.