Triple

T5443443
Position Surface form Disambiguated ID Type / Status
Subject Starscream E122190 entity
Predicate voiceActor P1507 FINISHED
Object Chris Latta
Chris Latta was an American voice actor best known for his iconic villain roles in 1980s animated series, including Cobra Commander in G.I. Joe and Starscream in The Transformers.
E522848 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: Chris Latta | Statement: [Starscream, voiceActor, Chris Latta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chris Latta
Context triple: [Starscream, voiceActor, Chris Latta]
  • A. Tim Latta
    Tim Latta is a soccer executive best known for serving as the general manager of the early Major League Soccer club Kansas City Wiz (now Sporting Kansas City).
  • B. Brian Rogers
    Brian Rogers is a film producer best known for his work on the 2014 reboot of the Godzilla franchise.
  • C. Phillip A. Talbert
    Phillip A. Talbert is a federal prosecutor who serves as the United States Attorney for the Eastern District of California.
  • D. Stephen Haise
    Stephen Haise is the son of American astronaut Fred Haise, one of the Apollo 13 crew members.
  • E. Christopher Weaver
    Christopher Weaver is an American entrepreneur and game developer best known as the founder of the video game company Bethesda Softworks.
  • 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: Chris Latta
Triple: [Starscream, voiceActor, Chris Latta]
Generated description
Chris Latta was an American voice actor best known for his iconic villain roles in 1980s animated series, including Cobra Commander in G.I. Joe and Starscream in The Transformers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chris Latta
Target entity description: Chris Latta was an American voice actor best known for his iconic villain roles in 1980s animated series, including Cobra Commander in G.I. Joe and Starscream in The Transformers.
  • A. Tim Latta
    Tim Latta is a soccer executive best known for serving as the general manager of the early Major League Soccer club Kansas City Wiz (now Sporting Kansas City).
  • B. Brian Rogers
    Brian Rogers is a film producer best known for his work on the 2014 reboot of the Godzilla franchise.
  • C. Phillip A. Talbert
    Phillip A. Talbert is a federal prosecutor who serves as the United States Attorney for the Eastern District of California.
  • D. Stephen Haise
    Stephen Haise is the son of American astronaut Fred Haise, one of the Apollo 13 crew members.
  • E. Christopher Weaver
    Christopher Weaver is an American entrepreneur and game developer best known as the founder of the video game company Bethesda Softworks.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ccdd648190940c04781c4222ec completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4881d6308190a4e7cb784eb520c9 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf4a783e7c8190a0d44fdc336afc5d completed March 22, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf4ade88f88190b0711feffd611f1c completed March 22, 2026, 1:50 a.m.
Created at: March 20, 2026, 2:07 p.m.