Triple

T22933741
Position Surface form Disambiguated ID Type / Status
Subject Saluan E569515 entity
Predicate hasAlternativeName P39 FINISHED
Object Luwuk language
The Luwuk language, also known as Saluan, is an Austronesian language spoken by the Saluan people of Central Sulawesi, Indonesia.
 E1562383 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: Luwuk language | Statement: [Saluan, hasAlternativeName, Luwuk language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luwuk language
Context triple: [Saluan, hasAlternativeName, Luwuk language]
  • A. Tondano language
    The Tondano language is an Austronesian language spoken by the Tondano people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
  • B. Nusa Laut language
    The Nusa Laut language is an Austronesian language spoken on Nusa Laut Island in Indonesia’s Maluku province, belonging to the Central Maluku subgroup.
  • C. Enrekang language
    The Enrekang language is an Austronesian language spoken by the Enrekang people in South Sulawesi, Indonesia.
  • D. Talaud language
    The Talaud language is an Austronesian language spoken by the indigenous population of the Talaud Islands in North Sulawesi, Indonesia.
  • E. Tidore language
    The Tidore language is a North Halmahera language of eastern Indonesia, spoken primarily on Tidore Island and nearby areas in North Maluku.
  • 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: Luwuk language
Triple: [Saluan, hasAlternativeName, Luwuk language]
Generated description
The Luwuk language, also known as Saluan, is an Austronesian language spoken by the Saluan people of Central Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luwuk language
Target entity description: The Luwuk language, also known as Saluan, is an Austronesian language spoken by the Saluan people of Central Sulawesi, Indonesia.
  • A. Tondano language
    The Tondano language is an Austronesian language spoken by the Tondano people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
  • B. Nusa Laut language
    The Nusa Laut language is an Austronesian language spoken on Nusa Laut Island in Indonesia’s Maluku province, belonging to the Central Maluku subgroup.
  • C. Enrekang language
    The Enrekang language is an Austronesian language spoken by the Enrekang people in South Sulawesi, Indonesia.
  • D. Talaud language
    The Talaud language is an Austronesian language spoken by the indigenous population of the Talaud Islands in North Sulawesi, Indonesia.
  • E. Tidore language
    The Tidore language is a North Halmahera language of eastern Indonesia, spoken primarily on Tidore Island and nearby areas in North Maluku.
  • 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_69e2458f7d008190901dccbaebeaba24 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18134484c8190b7311606c17d058d completed April 29, 2026, 3:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc24ea8bc8190bb7cb6e9475d6641 completed May 19, 2026, 1:52 a.m.
NEDg Description generation batch_6a0bc3dea31c8190ab517e43c9061eec completed May 19, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc46fd3d0819094a532a8d6a0b9b2 completed May 19, 2026, 2:01 a.m.
Created at: April 17, 2026, 3:44 p.m.