Triple

T9192459
Position Surface form Disambiguated ID Type / Status
Subject Katuic branch E220622 entity
Predicate hasLanguage P15 FINISHED
Object Ngeq language
The Ngeq language is an Austroasiatic language spoken by the Ngeq (or related Katuic) ethnic communities in parts of mainland Southeast Asia.
 E783496 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: Ngeq language | Statement: [Katuic branch, hasLanguage, Ngeq language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngeq language
Context triple: [Katuic branch, hasLanguage, Ngeq language]
  • A. Nngu language
    Nngu is a Bantu language spoken on the northeast coast of Africa, belonging to the Northeast Coast Bantu subgroup.
  • B. Echie language
    The Echie language is a Niger-Congo language spoken in Rivers State, Nigeria, particularly associated with the Etche people and closely related to other Igboid languages.
  • C. Nggela language
    Nggela language is an Oceanic language spoken in the Solomon Islands, particularly associated with the Gela (Nggela) Islands in Central Province.
  • D. Nafe (Nguna) language
    The Nafe (Nguna) language is an Oceanic Austronesian language spoken on Nguna Island and nearby areas in central Vanuatu.
  • E. Nembe language
    The Nembe language is an Ijoid language spoken primarily by the Nembe people in Bayelsa State in Nigeria’s Niger Delta region.
  • 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: Ngeq language
Triple: [Katuic branch, hasLanguage, Ngeq language]
Generated description
The Ngeq language is an Austroasiatic language spoken by the Ngeq (or related Katuic) ethnic communities in parts of mainland Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngeq language
Target entity description: The Ngeq language is an Austroasiatic language spoken by the Ngeq (or related Katuic) ethnic communities in parts of mainland Southeast Asia.
  • A. Nngu language
    Nngu is a Bantu language spoken on the northeast coast of Africa, belonging to the Northeast Coast Bantu subgroup.
  • B. Echie language
    The Echie language is a Niger-Congo language spoken in Rivers State, Nigeria, particularly associated with the Etche people and closely related to other Igboid languages.
  • C. Nggela language
    Nggela language is an Oceanic language spoken in the Solomon Islands, particularly associated with the Gela (Nggela) Islands in Central Province.
  • D. Nafe (Nguna) language
    The Nafe (Nguna) language is an Oceanic Austronesian language spoken on Nguna Island and nearby areas in central Vanuatu.
  • E. Nembe language
    The Nembe language is an Ijoid language spoken primarily by the Nembe people in Bayelsa State in Nigeria’s Niger Delta region.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c077b4819086c74e91ee4bd75e completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c2bb2c481909db8c223aececf37 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05d4ec9d48190bb425fe0449f4bf2 completed April 4, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69d05dde94f08190aec82aa680ca0dce completed April 4, 2026, 12:39 a.m.
Created at: March 30, 2026, 7:24 p.m.