Triple

T14358692
Position Surface form Disambiguated ID Type / Status
Subject Sleeper Cell E356038 entity
Predicate castMember P1668 FINISHED
Object Blake Shields
Blake Shields is an American actor known for his roles in television series such as Sleeper Cell and other drama and science fiction shows.
 E1094760 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: Blake Shields | Statement: [Sleeper Cell, castMember, Blake Shields]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blake Shields
Context triple: [Sleeper Cell, castMember, Blake Shields]
  • A. Jonathan Shields
    Jonathan Shields is the ambitious, manipulative Hollywood producer at the center of the classic film "The Bad and the Beautiful," whose ruthless drive for success shapes and destroys the lives of those around him.
  • B. Arthur Shields
    Arthur Shields was an Irish character actor known for his work in both stage and film, particularly in Hollywood productions of the mid-20th century.
  • C. Larry Shields
    Larry Shields was a businessman best known for owning the Minnesota Muskies franchise in the American Basketball Association.
  • D. Larry Shields
    Larry Shields was an influential early 20th-century American jazz clarinetist best known for his work with the Original Dixieland Jass Band.
  • E. Sam Shields
    Sam Shields is a former American football cornerback best known for his NFL career with the Green Bay Packers, with whom he won Super Bowl XLV.
  • 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: Blake Shields
Triple: [Sleeper Cell, castMember, Blake Shields]
Generated description
Blake Shields is an American actor known for his roles in television series such as Sleeper Cell and other drama and science fiction shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blake Shields
Target entity description: Blake Shields is an American actor known for his roles in television series such as Sleeper Cell and other drama and science fiction shows.
  • A. Jonathan Shields
    Jonathan Shields is the ambitious, manipulative Hollywood producer at the center of the classic film "The Bad and the Beautiful," whose ruthless drive for success shapes and destroys the lives of those around him.
  • B. Arthur Shields
    Arthur Shields was an Irish character actor known for his work in both stage and film, particularly in Hollywood productions of the mid-20th century.
  • C. Larry Shields
    Larry Shields was a businessman best known for owning the Minnesota Muskies franchise in the American Basketball Association.
  • D. Larry Shields
    Larry Shields was an influential early 20th-century American jazz clarinetist best known for his work with the Original Dixieland Jass Band.
  • E. Sam Shields
    Sam Shields is a former American football cornerback best known for his NFL career with the Green Bay Packers, with whom he won Super Bowl XLV.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8f52ca7881908704eef20228aed3 completed April 14, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c48dd408190ac45ad4ca6f610c3 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4cf6e6788190a98479ed3b615a4e completed May 8, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd4d6dd7c481908f53f8902ee714dd completed May 8, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:15 a.m.