Triple

T5547314
Position Surface form Disambiguated ID Type / Status
Subject Enchanted E145439 entity
Predicate screenwriter P2831 FINISHED
Object Bill Kelly
Bill Kelly is an American screenwriter best known for writing the fantasy romantic comedy film "Enchanted."
 E533007 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: Bill Kelly | Statement: [Enchanted, screenwriter, Bill Kelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Kelly
Context triple: [Enchanted, screenwriter, Bill Kelly]
  • A. Tom Kelly
    Tom Kelly is a former Major League Baseball manager best known for leading the Minnesota Twins to two World Series championships in 1987 and 1991.
  • B. Tom Kelly
    Tom Kelly is an American songwriter best known for co-writing numerous pop hits of the 1980s and 1990s, often in collaboration with Billy Steinberg.
  • C. Dick Williams
    Dick Williams was a Hall of Fame Major League Baseball manager best known for leading the Boston Red Sox to the 1967 "Impossible Dream" pennant and winning World Series titles with the Oakland Athletics.
  • D. Jerry Coleman
    Jerry Coleman was an American Major League second baseman for the New York Yankees who became a celebrated baseball broadcaster and longtime voice of the San Diego Padres.
  • E. Ted Lewis
    Ted Lewis was an American jazz bandleader, clarinetist, and entertainer known for his flamboyant stage presence and catchphrase "Is everybody happy?"
  • 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: Bill Kelly
Triple: [Enchanted, screenwriter, Bill Kelly]
Generated description
Bill Kelly is an American screenwriter best known for writing the fantasy romantic comedy film "Enchanted."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Kelly
Target entity description: Bill Kelly is an American screenwriter best known for writing the fantasy romantic comedy film "Enchanted."
  • A. Tom Kelly
    Tom Kelly is a former Major League Baseball manager best known for leading the Minnesota Twins to two World Series championships in 1987 and 1991.
  • B. Tom Kelly
    Tom Kelly is an American songwriter best known for co-writing numerous pop hits of the 1980s and 1990s, often in collaboration with Billy Steinberg.
  • C. Dick Williams
    Dick Williams was a Hall of Fame Major League Baseball manager best known for leading the Boston Red Sox to the 1967 "Impossible Dream" pennant and winning World Series titles with the Oakland Athletics.
  • D. Jerry Coleman
    Jerry Coleman was an American Major League second baseman for the New York Yankees who became a celebrated baseball broadcaster and longtime voice of the San Diego Padres.
  • E. Ted Lewis
    Ted Lewis was an American jazz bandleader, clarinetist, and entertainer known for his flamboyant stage presence and catchphrase "Is everybody happy?"
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe0244c8190aeb995f79f22a039 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0282ace308190a714685579f2a789 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0372e86c08190bf586256cab23d22 completed March 22, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69c038e5dccc8190a5e1ec45712c00a3 completed March 22, 2026, 6:45 p.m.
Created at: March 22, 2026, 3:35 p.m.