Triple

T19918174
Position Surface form Disambiguated ID Type / Status
Subject Zoo City E478718 entity
Predicate hasMainCharacter P1183 FINISHED
Object Zinzi December
Zinzi December is the streetwise, animal-bonded ex-journalist and protagonist of Lauren Beukes’s urban fantasy novel "Zoo City," known for her talent in magically locating lost things.
E1402099 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: Zinzi December | Statement: [Zoo City, hasMainCharacter, Zinzi December]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zinzi December
Context triple: [Zoo City, hasMainCharacter, Zinzi December]
  • A. Zana
    Zana is a song featured on the album "Legend of the Sun Virgin" by Peruvian-Australian singer-songwriter and producer Gaby Moreno (performing as part of the project).
  • B. Zana
    Zana is a young girl character on the 1990s sitcom "The Sinbad Show," where she is one of the foster children cared for by Sinbad's character.
  • C. Zondi
    Zondi is a given name associated with Zondi Mandela, a member of South Africa’s prominent Mandela family.
  • D. Zanele
    Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
  • E. Zing Mumuye
    Zing Mumuye is a regional dialect of the Mumuye language spoken by communities in and around the Zing area of Nigeria.
  • 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: Zinzi December
Triple: [Zoo City, hasMainCharacter, Zinzi December]
Generated description
Zinzi December is the streetwise, animal-bonded ex-journalist and protagonist of Lauren Beukes’s urban fantasy novel "Zoo City," known for her talent in magically locating lost things.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zinzi December
Target entity description: Zinzi December is the streetwise, animal-bonded ex-journalist and protagonist of Lauren Beukes’s urban fantasy novel "Zoo City," known for her talent in magically locating lost things.
  • A. Zana
    Zana is a song featured on the album "Legend of the Sun Virgin" by Peruvian-Australian singer-songwriter and producer Gaby Moreno (performing as part of the project).
  • B. Zana
    Zana is a young girl character on the 1990s sitcom "The Sinbad Show," where she is one of the foster children cared for by Sinbad's character.
  • C. Zondi
    Zondi is a given name associated with Zondi Mandela, a member of South Africa’s prominent Mandela family.
  • D. Zanele
    Zanele is a feminine given name commonly used in Southern Africa, particularly among Zulu and Xhosa speakers.
  • E. Zing Mumuye
    Zing Mumuye is a regional dialect of the Mumuye language spoken by communities in and around the Zing area of Nigeria.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659c3d990819089386d9f30323e8c completed April 20, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea52592481909419476f335b6046 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07f2c7dec48190a698509098479a56 completed May 16, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_6a07f376f5388190989a0460528945df completed May 16, 2026, 4:32 a.m.
Created at: April 10, 2026, 1:53 p.m.