Triple

T7901385
Position Surface form Disambiguated ID Type / Status
Subject Mapun E183459 entity
Predicate neighboringLanguages P16383 FINISHED
Object Sama-Banguingui
Sama-Banguingui is an Austronesian language spoken by the Sama-Banguingui people of the Sulu Archipelago in the southern Philippines.
 E700472 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: Sama-Banguingui | Statement: [Mapun, neighboringLanguages, Sama-Banguingui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sama-Banguingui
Context triple: [Mapun, neighboringLanguages, Sama-Banguingui]
  • A. Tiyo Soga
    Tiyo Soga was a pioneering 19th-century Xhosa Presbyterian minister, intellectual, and the first black South African to be ordained in Scotland, known for his influential role in Christianity and education in South Africa.
  • B. Beni Isguen
    Beni Isguen is a historic fortified town in Algeria renowned for its well-preserved traditional Mozabite architecture and strict social and religious customs.
  • C. Kaili of Buru
    Kaili of Buru is an alternate name for the Kayeli language, an Austronesian language historically spoken on Buru Island in Indonesia.
  • D. Saribas Iban
    Saribas Iban is a regional dialect of the Iban language traditionally spoken by Iban communities in the Saribas area of Sarawak, Malaysia.
  • E. Kabaka
    Kabaka is the traditional monarch and cultural leader of the Buganda people in present-day Uganda.
  • 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: Sama-Banguingui
Triple: [Mapun, neighboringLanguages, Sama-Banguingui]
Generated description
Sama-Banguingui is an Austronesian language spoken by the Sama-Banguingui people of the Sulu Archipelago in the southern Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sama-Banguingui
Target entity description: Sama-Banguingui is an Austronesian language spoken by the Sama-Banguingui people of the Sulu Archipelago in the southern Philippines.
  • A. Tiyo Soga
    Tiyo Soga was a pioneering 19th-century Xhosa Presbyterian minister, intellectual, and the first black South African to be ordained in Scotland, known for his influential role in Christianity and education in South Africa.
  • B. Beni Isguen
    Beni Isguen is a historic fortified town in Algeria renowned for its well-preserved traditional Mozabite architecture and strict social and religious customs.
  • C. Kaili of Buru
    Kaili of Buru is an alternate name for the Kayeli language, an Austronesian language historically spoken on Buru Island in Indonesia.
  • D. Saribas Iban
    Saribas Iban is a regional dialect of the Iban language traditionally spoken by Iban communities in the Saribas area of Sarawak, Malaysia.
  • E. Kabaka
    Kabaka is the traditional monarch and cultural leader of the Buganda people in present-day Uganda.
  • 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_69ca828d13088190b222be7aa9f9315c completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a3f4c2c81909ae70b0acf4729be completed March 31, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bbd93348190883c6152f18f8214 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb7632cbbc819087107c8d2172a038 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb64eee408190a66cbd0cba3054b4 completed March 31, 2026, 11:55 a.m.
Created at: March 30, 2026, 5:02 p.m.