Triple

T20140680
Position Surface form Disambiguated ID Type / Status
Subject Carmen Sandiego (TV series) E491153 entity
Predicate voiceActor P1507 FINISHED
Object Liam O'Brien
Liam O'Brien is an American voice actor and director known for his extensive work in anime, video games, and animation, as well as being a core cast member of the web series Critical Role.
E1413590 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: Liam O'Brien | Statement: [Carmen Sandiego (TV series), voiceActor, Liam O'Brien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam O'Brien
Context triple: [Carmen Sandiego (TV series), voiceActor, Liam O'Brien]
  • A. Liam O'Brien
    Liam O'Brien was an American screenwriter and playwright known for his work on mid-20th-century Hollywood films and stage productions.
  • B. Nick O'Brien
    Nick O'Brien is a hard-edged, morally ambiguous Los Angeles County Sheriff's detective who leads an elite unit in the crime thriller film "Den of Thieves."
  • C. Steve O'Brien
    Steve O'Brien is an individual known primarily as the sibling of Jack O'Brien.
  • D. Dion O’Leary
    Dion O’Leary is the central protagonist of the 1937 historical drama film "In Old Chicago," which dramatizes events leading up to the Great Chicago Fire of 1871.
  • E. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • 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: Liam O'Brien
Triple: [Carmen Sandiego (TV series), voiceActor, Liam O'Brien]
Generated description
Liam O'Brien is an American voice actor and director known for his extensive work in anime, video games, and animation, as well as being a core cast member of the web series Critical Role.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam O'Brien
Target entity description: Liam O'Brien is an American voice actor and director known for his extensive work in anime, video games, and animation, as well as being a core cast member of the web series Critical Role.
  • A. Liam O'Brien
    Liam O'Brien was an American screenwriter and playwright known for his work on mid-20th-century Hollywood films and stage productions.
  • B. Nick O'Brien
    Nick O'Brien is a hard-edged, morally ambiguous Los Angeles County Sheriff's detective who leads an elite unit in the crime thriller film "Den of Thieves."
  • C. Steve O'Brien
    Steve O'Brien is an individual known primarily as the sibling of Jack O'Brien.
  • D. Dion O’Leary
    Dion O’Leary is the central protagonist of the 1937 historical drama film "In Old Chicago," which dramatizes events leading up to the Great Chicago Fire of 1871.
  • E. Liam O’Connor
    Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
  • 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_69da6265f8f0819080b29c752a574088 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6679b179c8190a9511df8ed82098a completed April 20, 2026, 5:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082de69fc08190bfef348685007aad completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082fa951a88190b5c3cac2280d43b7 completed May 16, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_6a08305a986481909e78c28b1c919c9f completed May 16, 2026, 8:52 a.m.
Created at: April 11, 2026, 11:32 p.m.