Triple

T6243964
Position Surface form Disambiguated ID Type / Status
Subject Bungku–Tolaki languages E139669 entity
Predicate hasMember P10 FINISHED
Object Koroni language
The Koroni language is an Austronesian language of the Bungku–Tolaki group spoken by a small community in Sulawesi, Indonesia.
E578971 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: Koroni language | Statement: [Bungku–Tolaki languages, hasMember, Koroni language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Koroni language
Context triple: [Bungku–Tolaki languages, hasMember, Koroni language]
  • A. Korandje language
    The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
  • B. Konkow language
    The Konkow language is an endangered Native American language traditionally spoken by the Konkow (Koyom’kawi) people of northern California.
  • C. Kamviri language
    The Kamviri language is a Nuristani language spoken primarily by the Kam people in parts of eastern Afghanistan and neighboring regions of Pakistan.
  • D. Nukuoro language
    The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
  • E. Kistane language
    Kistane language is an Ethiopian Semitic language spoken by the Kistane (Soddo) people in central Ethiopia.
  • 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: Koroni language
Triple: [Bungku–Tolaki languages, hasMember, Koroni language]
Generated description
The Koroni language is an Austronesian language of the Bungku–Tolaki group spoken by a small community in Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Koroni language
Target entity description: The Koroni language is an Austronesian language of the Bungku–Tolaki group spoken by a small community in Sulawesi, Indonesia.
  • A. Korandje language
    The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
  • B. Konkow language
    The Konkow language is an endangered Native American language traditionally spoken by the Konkow (Koyom’kawi) people of northern California.
  • C. Kamviri language
    The Kamviri language is a Nuristani language spoken primarily by the Kam people in parts of eastern Afghanistan and neighboring regions of Pakistan.
  • D. Nukuoro language
    The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
  • E. Kistane language
    Kistane language is an Ethiopian Semitic language spoken by the Kistane (Soddo) people in central Ethiopia.
  • 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_69c008b1c5088190ae6de2555fc05ad8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0631b32308190a8211043d1caa6e6 completed March 22, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20e12fa248190ad9daaf9563d38c6 completed March 24, 2026, 4:07 a.m.
NEDg Description generation batch_69c214aaef308190be1166c1389bf3d3 completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c21508dbec8190b9bb4806a83ecb13 completed March 24, 2026, 4:37 a.m.
Created at: March 22, 2026, 4:23 p.m.