Triple

T19520129
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Armada E488380 entity
Predicate hasMainCharacter P1183 FINISHED
Object Carlos Lopez
Carlos Lopez is a human ally and friend of the Autobots in the animated series "Transformers: Armada," often assisting them in their battles against the Decepticons.
E1443487 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: Carlos Lopez | Statement: [Transformers: Armada, hasMainCharacter, Carlos Lopez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carlos Lopez
Context triple: [Transformers: Armada, hasMainCharacter, Carlos Lopez]
  • A. Carlos Ramos
    Carlos Ramos was a prominent Portuguese architect known for his influential role in mid-20th-century Portuguese architecture and urban planning.
  • B. Tomas Lopez
    Tomas Lopez was a historical figure known for founding the Colombian town of Chocontá.
  • C. Luis Lopez
    Luis Lopez is a film producer best known for his work on the acclaimed video game documentary "The King of Kong: A Fistful of Quarters."
  • D. Roberto Reyes
    Roberto Reyes is a Marvel Comics character who becomes the supernatural antihero Ghost Rider, known for driving a flaming muscle car instead of the traditional motorcycle.
  • E. Hector Lopez
    Hector Lopez is a fictional character portrayed by actor Jorge Garcia, best known for his comedic and affable roles on television.
  • 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: Carlos Lopez
Triple: [Transformers: Armada, hasMainCharacter, Carlos Lopez]
Generated description
Carlos Lopez is a human ally and friend of the Autobots in the animated series "Transformers: Armada," often assisting them in their battles against the Decepticons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carlos Lopez
Target entity description: Carlos Lopez is a human ally and friend of the Autobots in the animated series "Transformers: Armada," often assisting them in their battles against the Decepticons.
  • A. Carlos Ramos
    Carlos Ramos was a prominent Portuguese architect known for his influential role in mid-20th-century Portuguese architecture and urban planning.
  • B. Tomas Lopez
    Tomas Lopez was a historical figure known for founding the Colombian town of Chocontá.
  • C. Luis Lopez
    Luis Lopez is a film producer best known for his work on the acclaimed video game documentary "The King of Kong: A Fistful of Quarters."
  • D. Roberto Reyes
    Roberto Reyes is a Marvel Comics character who becomes the supernatural antihero Ghost Rider, known for driving a flaming muscle car instead of the traditional motorcycle.
  • E. Hector Lopez
    Hector Lopez is a fictional character portrayed by actor Jorge Garcia, best known for his comedic and affable roles on television.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359feb808190ba94563831adc720 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd41a5ec8190a477565ecbd83bf2 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d174278481909db394da2a7ff969 completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d28e02fc8190ab694673156ab0c0 completed May 16, 2026, 8:24 p.m.
Created at: April 10, 2026, 1:40 p.m.