Triple

T21040238
Position Surface form Disambiguated ID Type / Status
Subject The Sweeney E518300 entity
Predicate executiveProducer P7225 FINISHED
Object Lloyd Shirley
Lloyd Shirley was a British television producer best known for his influential work on popular crime and drama series in the 1970s and 1980s.
 E1485482 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: Lloyd Shirley | Statement: [The Sweeney, executiveProducer, Lloyd Shirley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lloyd Shirley
Context triple: [The Sweeney, executiveProducer, Lloyd Shirley]
  • A. Lloyd Haynes
    Lloyd Haynes was an American actor best known for his television work in the 1960s and 1970s, particularly for his role as a schoolteacher on the series "Room 222."
  • B. Luther Hicks
    Luther Hicks is an individual notable enough to be recognized as a distinct namesake of the surname Hicks.
  • C. Melvin Gregg
    Melvin Gregg is an American actor and former Vine personality known for his roles in film and television, including the series "Nine Perfect Strangers."
  • D. Lester Trimble
    Lester Trimble was an American composer, music critic, and educator known for his modernist orchestral and chamber works and his influential role in mid-20th-century classical music.
  • E. Earl Coleman
    Earl Coleman was an American jazz baritone vocalist known for his smooth, romantic style and collaborations with prominent bebop musicians in the mid-20th century.
  • 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: Lloyd Shirley
Triple: [The Sweeney, executiveProducer, Lloyd Shirley]
Generated description
Lloyd Shirley was a British television producer best known for his influential work on popular crime and drama series in the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lloyd Shirley
Target entity description: Lloyd Shirley was a British television producer best known for his influential work on popular crime and drama series in the 1970s and 1980s.
  • A. Lloyd Haynes
    Lloyd Haynes was an American actor best known for his television work in the 1960s and 1970s, particularly for his role as a schoolteacher on the series "Room 222."
  • B. Luther Hicks
    Luther Hicks is an individual notable enough to be recognized as a distinct namesake of the surname Hicks.
  • C. Melvin Gregg
    Melvin Gregg is an American actor and former Vine personality known for his roles in film and television, including the series "Nine Perfect Strangers."
  • D. Lester Trimble
    Lester Trimble was an American composer, music critic, and educator known for his modernist orchestral and chamber works and his influential role in mid-20th-century classical music.
  • E. Earl Coleman
    Earl Coleman was an American jazz baritone vocalist known for his smooth, romantic style and collaborations with prominent bebop musicians in the mid-20th century.
  • 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_69e0b50438e08190917e2538bb8bc034 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fceed9148190903adb3b55f65242 completed April 21, 2026, 4:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c8ea61e88190a81be53e2f5172b9 completed May 17, 2026, 1:55 p.m.
NEDg Description generation batch_6a09ca21f52481909aa6033dbe4c5985 completed May 17, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_6a09cb9587a88190b0e1c0d25d3733da completed May 17, 2026, 2:07 p.m.
Created at: April 16, 2026, 2:14 p.m.