Triple

T3402745
Position Surface form Disambiguated ID Type / Status
Subject Umbundu E71693 entity
Predicate hasNeighboringLanguage P16383 FINISHED
Object Chokwe
Chokwe is a Bantu language spoken primarily by the Chokwe people in Angola, the Democratic Republic of the Congo, and Zambia.
 E356138 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: Chokwe | Statement: [Umbundu, hasNeighboringLanguage, Chokwe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chokwe
Context triple: [Umbundu, hasNeighboringLanguage, Chokwe]
  • A. Okrika
    Okrika is an Ijaw subgroup and coastal community in Rivers State, Nigeria, known historically for fishing, trade, and its role in the Niger Delta oil region.
  • B. Winfield
    Winfield is a masculine given name most notably borne by 19th-century American military leader Winfield Scott.
  • C. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • D. Lindi
    Lindi is a feminine given name, typically used as a variant or diminutive of names like Linda.
  • E. Nakia
    Nakia is a skilled Wakandan spy and warrior in the Marvel Cinematic Universe, known for her courage, compassion, and close ties to T’Challa and Wakanda.
  • 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: Chokwe
Triple: [Umbundu, hasNeighboringLanguage, Chokwe]
Generated description
Chokwe is a Bantu language spoken primarily by the Chokwe people in Angola, the Democratic Republic of the Congo, and Zambia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chokwe
Target entity description: Chokwe is a Bantu language spoken primarily by the Chokwe people in Angola, the Democratic Republic of the Congo, and Zambia.
  • A. Okrika
    Okrika is an Ijaw subgroup and coastal community in Rivers State, Nigeria, known historically for fishing, trade, and its role in the Niger Delta oil region.
  • B. Winfield
    Winfield is a masculine given name most notably borne by 19th-century American military leader Winfield Scott.
  • C. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • D. Lindi
    Lindi is a feminine given name, typically used as a variant or diminutive of names like Linda.
  • E. Nakia
    Nakia is a skilled Wakandan spy and warrior in the Marvel Cinematic Universe, known for her courage, compassion, and close ties to T’Challa and Wakanda.
  • 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_69ad85aac4808190a092c9cc8911f584 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8e78ec8819089417666dc29f412 completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bd4d02881909c365e054148ae8c completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4792608190b74e02e065d4bc68 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b3525f44948190af72b177193edca4 completed March 12, 2026, 11:55 p.m.
Created at: March 8, 2026, 3:14 p.m.