Triple

T17945849
Position Surface form Disambiguated ID Type / Status
Subject Jim Aparo E448698 entity
Predicate familyName P18 FINISHED
Object Aparo
Aparo is an Italian surname most notably associated with comic book artist Jim Aparo, known for his work on DC Comics titles such as Batman.
E1298095 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: Aparo | Statement: [Jim Aparo, familyName, Aparo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aparo
Context triple: [Jim Aparo, familyName, Aparo]
  • A. Aparan
    Aparan is a small town in Armenia’s Aragatsotn Province, known for its proximity to Mount Aragats and its historic churches and monuments.
  • B. Aparri
    Aparri is a coastal municipality in the province of Cagayan in the Philippines, known historically as a major port and fishing town at the mouth of the Cagayan River.
  • C. Aruanas
    Aruanas is a Brazilian environmental thriller drama series that follows three activists investigating corporate crimes and ecological destruction in the Amazon rainforest.
  • D. Apoi
    Apoi is an ethnic group in southwestern Nigeria closely related to and located near the Ilaje people.
  • E. Avándaro
    Avándaro is a scenic resort and residential area near Valle de Bravo in central Mexico, known for its natural landscapes, outdoor recreation, and vacation homes.
  • 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: Aparo
Triple: [Jim Aparo, familyName, Aparo]
Generated description
Aparo is an Italian surname most notably associated with comic book artist Jim Aparo, known for his work on DC Comics titles such as Batman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aparo
Target entity description: Aparo is an Italian surname most notably associated with comic book artist Jim Aparo, known for his work on DC Comics titles such as Batman.
  • A. Aparan
    Aparan is a small town in Armenia’s Aragatsotn Province, known for its proximity to Mount Aragats and its historic churches and monuments.
  • B. Aparri
    Aparri is a coastal municipality in the province of Cagayan in the Philippines, known historically as a major port and fishing town at the mouth of the Cagayan River.
  • C. Aruanas
    Aruanas is a Brazilian environmental thriller drama series that follows three activists investigating corporate crimes and ecological destruction in the Amazon rainforest.
  • D. Apoi
    Apoi is an ethnic group in southwestern Nigeria closely related to and located near the Ilaje people.
  • E. Avándaro
    Avándaro is a scenic resort and residential area near Valle de Bravo in central Mexico, known for its natural landscapes, outdoor recreation, and vacation homes.
  • 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_69d8b9f8cca8819099836916c56b7c95 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4ad990b948190a5e6fd50a15f64e3 completed April 19, 2026, 10:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03291a7bc08190b5e3a997594b12de completed May 12, 2026, 1:20 p.m.
NEDg Description generation batch_6a032b6bbebc819084da96216c6406d6 completed May 12, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_6a032c34e8ac8190876e37fe8d3aa304 completed May 12, 2026, 1:33 p.m.
Created at: April 10, 2026, 10:21 a.m.