Triple

T21216502
Position Surface form Disambiguated ID Type / Status
Subject Chris Latta E522848 entity
Predicate portrayedCharacter P1668 FINISHED
Object Officer Zed in The Transformers (live-action segments, early production)
Officer Zed in the early live-action segments of The Transformers is a minor human character conceived during the show's initial production phase and portrayed by voice actor Chris Latta.
E1471541 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: Officer Zed in The Transformers (live-action segments, early production) | Statement: [Chris Latta, portrayedCharacter, Officer Zed in The Transformers (live-action segments, early production)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Officer Zed in The Transformers (live-action segments, early production)
Context triple: [Chris Latta, portrayedCharacter, Officer Zed in The Transformers (live-action segments, early production)]
  • A. Zed in Men in Black
    Zed in Men in Black is the gruff, no-nonsense head of the secret government agency overseeing extraterrestrial activity on Earth.
  • B. Transformers: Ironhide
    Transformers: Ironhide is a limited comic book series from IDW Publishing that focuses on the Autobot warrior Ironhide, exploring his past, character development, and role within the Transformers universe.
  • C. The Transformers (1984 TV series)
    The Transformers (1984 TV series) is an animated television show that introduced the iconic conflict between the heroic Autobots and evil Decepticons, helping launch the long-running Transformers multimedia franchise.
  • D. Transformers: Beast Wars (as a variant/descendant)
    Transformers: Beast Wars (as a variant/descendant) is a CGI-animated Transformers television series set in the far future of the original continuity, featuring Maximals and Predacons who transform into animals instead of vehicles.
  • E. Autobot Headmasters
    The Autobot Headmasters are a subgroup of Autobots whose robot bodies partner with smaller humanoid beings that transform into their heads, enhancing their abilities in battle.
  • 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: Officer Zed in The Transformers (live-action segments, early production)
Triple: [Chris Latta, portrayedCharacter, Officer Zed in The Transformers (live-action segments, early production)]
Generated description
Officer Zed in the early live-action segments of The Transformers is a minor human character conceived during the show's initial production phase and portrayed by voice actor Chris Latta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Officer Zed in The Transformers (live-action segments, early production)
Target entity description: Officer Zed in the early live-action segments of The Transformers is a minor human character conceived during the show's initial production phase and portrayed by voice actor Chris Latta.
  • A. Zed in Men in Black
    Zed in Men in Black is the gruff, no-nonsense head of the secret government agency overseeing extraterrestrial activity on Earth.
  • B. Transformers: Ironhide
    Transformers: Ironhide is a limited comic book series from IDW Publishing that focuses on the Autobot warrior Ironhide, exploring his past, character development, and role within the Transformers universe.
  • C. The Transformers (1984 TV series)
    The Transformers (1984 TV series) is an animated television show that introduced the iconic conflict between the heroic Autobots and evil Decepticons, helping launch the long-running Transformers multimedia franchise.
  • D. Transformers: Beast Wars (as a variant/descendant)
    Transformers: Beast Wars (as a variant/descendant) is a CGI-animated Transformers television series set in the far future of the original continuity, featuring Maximals and Predacons who transform into animals instead of vehicles.
  • E. Autobot Headmasters
    The Autobot Headmasters are a subgroup of Autobots whose robot bodies partner with smaller humanoid beings that transform into their heads, enhancing their abilities in battle.
  • 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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734744dcc81908b3065adc93b4b98 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097ed8bd0881909777475f8930b590 completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097f61ad008190bcbf64326356b857 completed May 17, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0980a602908190a2cbcbae9b8d8bf2 completed May 17, 2026, 8:47 a.m.
Created at: April 16, 2026, 3:41 p.m.