Triple

T9396980
Position Surface form Disambiguated ID Type / Status
Subject The Florida Project E226167 entity
Predicate character P662 FINISHED
Object Bobby Hicks
Bobby Hicks is the kind but overburdened motel manager in the film "The Florida Project," who serves as a protective, stabilizing figure for the children living there.
 E800502 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 Hicks | Statement: [The Florida Project, character, Bobby Hicks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bobby Hicks
Context triple: [The Florida Project, character, Bobby Hicks]
  • A. Bobby Harrison
    Bobby Harrison is an English rock drummer best known for his early involvement with the band Procol Harum and later work with groups like Freedom and Snafu.
  • B. Bobby Butler
    Bobby Butler is a gospel singer best known as a member of the legendary vocal group The Blind Boys of Alabama.
  • C. Bobby Bowman
    Bobby Bowman is a television writer and producer best known for his work on the comedy series "My Name Is Earl."
  • D. Bobby Carpenter
    Bobby Carpenter is a former American professional ice hockey forward who played in the NHL and was one of the first U.S.-born players to score 50 goals in a season.
  • E. Bobby Massey
    Bobby Massey is an author best known for writing the comic book series "Bound 2."
  • 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 Hicks
Triple: [The Florida Project, character, Bobby Hicks]
Generated description
Bobby Hicks is the kind but overburdened motel manager in the film "The Florida Project," who serves as a protective, stabilizing figure for the children living there.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bobby Hicks
Target entity description: Bobby Hicks is the kind but overburdened motel manager in the film "The Florida Project," who serves as a protective, stabilizing figure for the children living there.
  • A. Bobby Harrison
    Bobby Harrison is an English rock drummer best known for his early involvement with the band Procol Harum and later work with groups like Freedom and Snafu.
  • B. Bobby Butler
    Bobby Butler is a gospel singer best known as a member of the legendary vocal group The Blind Boys of Alabama.
  • C. Bobby Bowman
    Bobby Bowman is a television writer and producer best known for his work on the comedy series "My Name Is Earl."
  • D. Bobby Carpenter
    Bobby Carpenter is a former American professional ice hockey forward who played in the NHL and was one of the first U.S.-born players to score 50 goals in a season.
  • E. Bobby Massey
    Bobby Massey is an author best known for writing the comic book series "Bound 2."
  • 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_69ca842f7e3481908bf5bcf52e032dbd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd51528b2481908ca1f1840d2594b4 completed April 1, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1221da00c8190ada494660735f741 completed April 4, 2026, 2:37 p.m.
NEDg Description generation batch_69d1233a63d481908e322b7e86b5d124 completed April 4, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69d123d32c808190985da2639d2120f7 completed April 4, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:46 p.m.