Triple

T8335456
Position Surface form Disambiguated ID Type / Status
Subject Shazam! E195775 entity
Predicate stars P1956 FINISHED
Object Cooper Andrews
Cooper Andrews is an American actor best known for his roles in the TV series "The Walking Dead" and the DC superhero film "Shazam!".
 E724835 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: Cooper Andrews | Statement: [Shazam!, stars, Cooper Andrews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cooper Andrews
Context triple: [Shazam!, stars, Cooper Andrews]
  • A. Cooper Robertson
    Cooper Robertson is a New York–based architecture and urban design firm known for major cultural and civic projects, including the new building for the Studio Museum in Harlem.
  • B. Cooper Crain
    Cooper Crain is an American musician and producer best known as a member of the experimental electronic group Bitchin Bajas and formerly of the band Cave.
  • C. Cooper Murray
    Cooper Murray is one of the sons of American actor and comedian Bill Murray.
  • D. Wyatt Emory Cooper
    Wyatt Emory Cooper was an American writer, actor, and screenwriter best known as the father of journalist Anderson Cooper and the husband of heiress and fashion designer Gloria Vanderbilt.
  • E. Wyatt Morgan Cooper
    Wyatt Morgan Cooper is the son of American journalist and television anchor Anderson Cooper, born via surrogate in 2020.
  • 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: Cooper Andrews
Triple: [Shazam!, stars, Cooper Andrews]
Generated description
Cooper Andrews is an American actor best known for his roles in the TV series "The Walking Dead" and the DC superhero film "Shazam!".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cooper Andrews
Target entity description: Cooper Andrews is an American actor best known for his roles in the TV series "The Walking Dead" and the DC superhero film "Shazam!".
  • A. Cooper Robertson
    Cooper Robertson is a New York–based architecture and urban design firm known for major cultural and civic projects, including the new building for the Studio Museum in Harlem.
  • B. Cooper Crain
    Cooper Crain is an American musician and producer best known as a member of the experimental electronic group Bitchin Bajas and formerly of the band Cave.
  • C. Cooper Murray
    Cooper Murray is one of the sons of American actor and comedian Bill Murray.
  • D. Wyatt Emory Cooper
    Wyatt Emory Cooper was an American writer, actor, and screenwriter best known as the father of journalist Anderson Cooper and the husband of heiress and fashion designer Gloria Vanderbilt.
  • E. Wyatt Morgan Cooper
    Wyatt Morgan Cooper is the son of American journalist and television anchor Anderson Cooper, born via surrogate in 2020.
  • 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fd2ca648190991e398ba70caf8d completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95d9b92c8190b1eb0e64aa7ea59e completed April 1, 2026, 10:02 p.m.
NEDg Description generation batch_69cda342c10881908ebafc7853815424 completed April 1, 2026, 10:59 p.m.
NED2 Entity disambiguation (via description) batch_69cdab736f208190a90bd4344b21a22c completed April 1, 2026, 11:34 p.m.
Created at: March 30, 2026, 5:57 p.m.