Triple

T19593241
Position Surface form Disambiguated ID Type / Status
Subject R.I.P.D. E470287 entity
Predicate character P662 FINISHED
Object Bobby Hayes
Bobby Hayes is a character in the supernatural action-comedy film "R.I.P.D.," which follows deceased law enforcement officers policing rogue spirits in the afterlife.
 E1385901 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: Bobby Hayes | Statement: [R.I.P.D., character, Bobby Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobby Hayes
Context triple: [R.I.P.D., character, Bobby Hayes]
  • A. Bobby Rogers
    Bobby Rogers was an American singer and songwriter best known as a founding member of the Motown vocal group The Miracles alongside Smokey Robinson.
  • B. Tommy Smith
    Tommy Smith is a former professional soccer player best known for his time in the North American Soccer League, including a notable stint with the Los Angeles Aztecs.
  • C. Tommy Smith
    Tommy Smith was an early 20th-century Canadian ice hockey forward known for his prolific goal scoring in professional leagues such as the NHA and NHL.
  • D. Bob Mathias
    Bob Mathias was an American decathlete who became one of the youngest Olympic champions and later a two-time gold medalist and U.S. Congressman.
  • E. Jim Barnes
    Jim Barnes was an early 20th-century professional golfer known as one of the sport’s pioneering major champions.
  • 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: Bobby Hayes
Triple: [R.I.P.D., character, Bobby Hayes]
Generated description
Bobby Hayes is a character in the supernatural action-comedy film "R.I.P.D.," which follows deceased law enforcement officers policing rogue spirits in the afterlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobby Hayes
Target entity description: Bobby Hayes is a character in the supernatural action-comedy film "R.I.P.D.," which follows deceased law enforcement officers policing rogue spirits in the afterlife.
  • A. Bobby Rogers
    Bobby Rogers was an American singer and songwriter best known as a founding member of the Motown vocal group The Miracles alongside Smokey Robinson.
  • B. Tommy Smith
    Tommy Smith is a former professional soccer player best known for his time in the North American Soccer League, including a notable stint with the Los Angeles Aztecs.
  • C. Tommy Smith
    Tommy Smith was an early 20th-century Canadian ice hockey forward known for his prolific goal scoring in professional leagues such as the NHA and NHL.
  • D. Bob Mathias
    Bob Mathias was an American decathlete who became one of the youngest Olympic champions and later a two-time gold medalist and U.S. Congressman.
  • E. Jim Barnes
    Jim Barnes was an early 20th-century professional golfer known as one of the sport’s pioneering major champions.
  • 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_69d8e510024481908415c0d616fa6186 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640782e2c8190b5baef07a2bdd015 completed April 20, 2026, 3:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f16f8a48190a63c301d6e394134 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a07601bb12c81909faab959182b1863 completed May 15, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a07613541688190821fd97e069691a5 completed May 15, 2026, 6:08 p.m.
Created at: April 10, 2026, 1:43 p.m.