Triple

T22932828
Position Surface form Disambiguated ID Type / Status
Subject Behoa language E569486 entity
Predicate languageFamilyBranch P1967 FINISHED
Object Kaili–Pamona branch
The Kaili–Pamona branch is a subgroup of the Austronesian language family comprising several closely related languages spoken mainly in Central Sulawesi, Indonesia.
E1562342 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: Kaili–Pamona branch | Statement: [Behoa language, languageFamilyBranch, Kaili–Pamona branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kaili–Pamona branch
Context triple: [Behoa language, languageFamilyBranch, Kaili–Pamona branch]
  • A. Kunama branch
    The Kunama branch is a small linguistic subgroup within the Nilo-Saharan language family, encompassing the Kunama language spoken primarily in western Eritrea and adjacent regions of Ethiopia.
  • B. Cahitan–Opata branch
    The Cahitan–Opata branch is a subgroup of the Uto-Aztecan language family that includes closely related indigenous languages such as Opata and Cahitan, historically spoken in northern Mexico.
  • C. Boruca–Talamanca branch
    The Boruca–Talamanca branch is a subgroup of the Chibchan language family that comprises several indigenous languages historically spoken in southern Costa Rica and western Panama.
  • D. Shalun line
    The Shalun line is a short branch railway in Tainan, Taiwan, connecting the main Taiwan Railways network to the Taiwan High Speed Rail Tainan Station to facilitate transfers.
  • E. Bantan Line
    The Bantan Line is a regional railway line in Hyōgo Prefecture, Japan, operated by JR West and known for connecting inland cities such as Himeji and Asago.
  • 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: Kaili–Pamona branch
Triple: [Behoa language, languageFamilyBranch, Kaili–Pamona branch]
Generated description
The Kaili–Pamona branch is a subgroup of the Austronesian language family comprising several closely related languages spoken mainly in Central Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kaili–Pamona branch
Target entity description: The Kaili–Pamona branch is a subgroup of the Austronesian language family comprising several closely related languages spoken mainly in Central Sulawesi, Indonesia.
  • A. Kunama branch
    The Kunama branch is a small linguistic subgroup within the Nilo-Saharan language family, encompassing the Kunama language spoken primarily in western Eritrea and adjacent regions of Ethiopia.
  • B. Cahitan–Opata branch
    The Cahitan–Opata branch is a subgroup of the Uto-Aztecan language family that includes closely related indigenous languages such as Opata and Cahitan, historically spoken in northern Mexico.
  • C. Boruca–Talamanca branch
    The Boruca–Talamanca branch is a subgroup of the Chibchan language family that comprises several indigenous languages historically spoken in southern Costa Rica and western Panama.
  • D. Shalun line
    The Shalun line is a short branch railway in Tainan, Taiwan, connecting the main Taiwan Railways network to the Taiwan High Speed Rail Tainan Station to facilitate transfers.
  • E. Bantan Line
    The Bantan Line is a regional railway line in Hyōgo Prefecture, Japan, operated by JR West and known for connecting inland cities such as Himeji and Asago.
  • 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.