Triple

T5887091
Position Surface form Disambiguated ID Type / Status
Subject Flora Nwapa E130890 entity
Predicate notableWork P4 FINISHED
Object Never Again
"Never Again" is a novella by Nigerian author Flora Nwapa that portrays the human and especially female experience of the Nigerian Civil War and its aftermath.
 E554194 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: Never Again | Statement: [Flora Nwapa, notableWork, Never Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Never Again
Context triple: [Flora Nwapa, notableWork, Never Again]
  • A. Never Be the Same
    "Never Be the Same" is a soft rock song by American singer-songwriter Christopher Cross, featured on his Grammy-winning 1979 debut album.
  • B. No More
    "No More" is a song by Neil Young featured on his 1989 album *Freedom*, noted for its introspective lyrics and acoustic-driven sound.
  • C. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • D. Once Again
    "Once Again" is a creative work—likely a film, television episode, or literary piece—notable for featuring the character Maxine.
  • E. Once Again
    "Once Again" is a song featured on the album "Show Me."
  • 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: Never Again
Triple: [Flora Nwapa, notableWork, Never Again]
Generated description
"Never Again" is a novella by Nigerian author Flora Nwapa that portrays the human and especially female experience of the Nigerian Civil War and its aftermath.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Never Again
Target entity description: "Never Again" is a novella by Nigerian author Flora Nwapa that portrays the human and especially female experience of the Nigerian Civil War and its aftermath.
  • A. Never Be the Same
    "Never Be the Same" is a soft rock song by American singer-songwriter Christopher Cross, featured on his Grammy-winning 1979 debut album.
  • B. No More
    "No More" is a song by Neil Young featured on his 1989 album *Freedom*, noted for its introspective lyrics and acoustic-driven sound.
  • C. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • D. Once Again
    "Once Again" is a creative work—likely a film, television episode, or literary piece—notable for featuring the character Maxine.
  • E. Once Again
    "Once Again" is a song featured on the album "Show Me."
  • 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.