Triple

T5887081
Position Surface form Disambiguated ID Type / Status
Subject Flora Nwapa E130890 entity
Predicate familyName P18 FINISHED
Object Nwapa
Nwapa is the surname of Flora Nwapa, a pioneering Nigerian novelist often regarded as the mother of modern African women’s literature.
 E554191 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: Nwapa | Statement: [Flora Nwapa, familyName, Nwapa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nwapa
Context triple: [Flora Nwapa, familyName, Nwapa]
  • A. Oghene
    Oghene is the supreme creator god in the traditional religion of the Urhobo people of Nigeria, revered as an all-powerful and benevolent deity.
  • B. Nwangele
    Nwangele is a local government area in Imo State, southeastern Nigeria, known for its predominantly Igbo population and agrarian communities.
  • C. Ogwumike
    Ogwumike is a Nigerian surname most prominently associated with a family of professional basketball players, including WNBA star Nneka Ogwumike.
  • D. Igwe
    "Igwe" is a popular Afrobeat song by Nigerian musician D'banj, known for its energetic style and catchy, dance-oriented sound.
  • E. Njuká
    Njuká is an alternative name for the Ndyuka language, a creole spoken primarily by the Ndyuka Maroon community in Suriname and French Guiana.
  • 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: Nwapa
Triple: [Flora Nwapa, familyName, Nwapa]
Generated description
Nwapa is the surname of Flora Nwapa, a pioneering Nigerian novelist often regarded as the mother of modern African women’s literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nwapa
Target entity description: Nwapa is the surname of Flora Nwapa, a pioneering Nigerian novelist often regarded as the mother of modern African women’s literature.
  • A. Oghene
    Oghene is the supreme creator god in the traditional religion of the Urhobo people of Nigeria, revered as an all-powerful and benevolent deity.
  • B. Nwangele
    Nwangele is a local government area in Imo State, southeastern Nigeria, known for its predominantly Igbo population and agrarian communities.
  • C. Ogwumike
    Ogwumike is a Nigerian surname most prominently associated with a family of professional basketball players, including WNBA star Nneka Ogwumike.
  • D. Igwe
    "Igwe" is a popular Afrobeat song by Nigerian musician D'banj, known for its energetic style and catchy, dance-oriented sound.
  • E. Njuká
    Njuká is an alternative name for the Ndyuka language, a creole spoken primarily by the Ndyuka Maroon community in Suriname and French Guiana.
  • 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_69c0085628dc8190b334c1b44c067efc completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0367a61648190bf97746caa4061fe completed March 22, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b141a93081908ad4a64f9a96dce4 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b22d661c8190a055abd3ca6fa92f completed March 23, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0b608a10881908c9bca7d09a99b05 completed March 23, 2026, 3:39 a.m.
Created at: March 22, 2026, 3:57 p.m.