Triple

T12039704
Position Surface form Disambiguated ID Type / Status
Subject Plateau languages E286627 entity
Predicate exampleLanguage P94296 FINISHED
Object Ninzam
Ninzam is a Plateau language of central Nigeria, spoken by a small ethnic community and known for its place within the Benue–Congo branch of the Niger-Congo language family.
 E961849 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: Ninzam | Statement: [Plateau languages, exampleLanguage, Ninzam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ninzam
Context triple: [Plateau languages, exampleLanguage, Ninzam]
  • A. Takkaze
    Takkaze is a river in northern Ethiopia that flows through deep gorges before joining the Atbarah River, ultimately contributing to the Nile basin.
  • B. Miyavi
    Miyavi is a Japanese musician and actor known for his virtuosic guitar “slap” style and his role as Mutsuhiro Watanabe in Angelina Jolie’s film *Unbroken*.
  • C. Kaoma
    Kaoma is a significant town in western Zambia that serves as an important administrative and commercial center for the Barotseland region.
  • D. Nonouti
    Nonouti is a coral atoll in the southern Gilbert Islands of Kiribati, known for its traditional villages, lagoon, and subsistence fishing lifestyle.
  • E. Sinama
    Sinama is an Austronesian language spoken by the Sama-Bajau people of the southern Philippines, Malaysia, and Indonesia.
  • 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: Ninzam
Triple: [Plateau languages, exampleLanguage, Ninzam]
Generated description
Ninzam is a Plateau language of central Nigeria, spoken by a small ethnic community and known for its place within the Benue–Congo branch of the Niger-Congo language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ninzam
Target entity description: Ninzam is a Plateau language of central Nigeria, spoken by a small ethnic community and known for its place within the Benue–Congo branch of the Niger-Congo language family.
  • A. Takkaze
    Takkaze is a river in northern Ethiopia that flows through deep gorges before joining the Atbarah River, ultimately contributing to the Nile basin.
  • B. Miyavi
    Miyavi is a Japanese musician and actor known for his virtuosic guitar “slap” style and his role as Mutsuhiro Watanabe in Angelina Jolie’s film *Unbroken*.
  • C. Kaoma
    Kaoma is a significant town in western Zambia that serves as an important administrative and commercial center for the Barotseland region.
  • D. Nonouti
    Nonouti is a coral atoll in the southern Gilbert Islands of Kiribati, known for its traditional villages, lagoon, and subsistence fishing lifestyle.
  • E. Sinama
    Sinama is an Austronesian language spoken by the Sama-Bajau people of the southern Philippines, Malaysia, and Indonesia.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915124e4c8190b0264c2a09e3c2f3 completed April 10, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d9937a08190b2f606a1e55733b5 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d9460bc8190869f2b7d095d98cb completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564d2b4348190abf2d09ae00aea37 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.