Triple

T22932888
Position Surface form Disambiguated ID Type / Status
Subject Kaili–Pamona languages E569488 entity
Predicate hasMember P10 FINISHED
Object Ledo Kaili language
The Ledo Kaili language is an Austronesian language spoken by the Kaili people of Central Sulawesi, Indonesia, and serves as one of the major regional lingua francas in the area.
 E1562345 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: Ledo Kaili language | Statement: [Kaili–Pamona languages, hasMember, Ledo Kaili language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ledo Kaili language
Context triple: [Kaili–Pamona languages, hasMember, Ledo Kaili language]
  • A. Baliledu language
    The Baliledu language is an Austronesian language of the Bima–Sumba subgroup spoken by a local community in eastern Indonesia.
  • B. Lele language
    The Lele language is an indigenous Papuan language spoken by the Manus people of Manus Island in Papua New Guinea.
  • C. Keliko language
    The Keliko language is a Central Sudanic language spoken primarily by the Keliko people of South Sudan and the Democratic Republic of the Congo.
  • D. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • E. Kaado language
    The Kaado language is a regional variety within the Songhay language family spoken by communities in parts of West Africa.
  • 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: Ledo Kaili language
Triple: [Kaili–Pamona languages, hasMember, Ledo Kaili language]
Generated description
The Ledo Kaili language is an Austronesian language spoken by the Kaili people of Central Sulawesi, Indonesia, and serves as one of the major regional lingua francas in the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ledo Kaili language
Target entity description: The Ledo Kaili language is an Austronesian language spoken by the Kaili people of Central Sulawesi, Indonesia, and serves as one of the major regional lingua francas in the area.
  • A. Baliledu language
    The Baliledu language is an Austronesian language of the Bima–Sumba subgroup spoken by a local community in eastern Indonesia.
  • B. Lele language
    The Lele language is an indigenous Papuan language spoken by the Manus people of Manus Island in Papua New Guinea.
  • C. Keliko language
    The Keliko language is a Central Sudanic language spoken primarily by the Keliko people of South Sudan and the Democratic Republic of the Congo.
  • D. Kayeli language
    The Kayeli language is an Austronesian language once spoken on Buru Island in Indonesia, now critically endangered or possibly extinct.
  • E. Kaado language
    The Kaado language is a regional variety within the Songhay language family spoken by communities in parts of West Africa.
  • 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_69f181337ff881909d90cf3f5bae7516 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.