Triple

T3653240
Position Surface form Disambiguated ID Type / Status
Subject Bad Times at the El Royale E77469 entity
Predicate mainCharacter P1183 FINISHED
Object Father Daniel Flynn
Father Daniel Flynn is a mysterious, morally conflicted priest whose hidden past becomes central to the neo-noir thriller film "Bad Times at the El Royale."
E375704 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: Father Daniel Flynn | Statement: [Bad Times at the El Royale, mainCharacter, Father Daniel Flynn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Father Daniel Flynn
Context triple: [Bad Times at the El Royale, mainCharacter, Father Daniel Flynn]
  • A. Father Brendan Flynn
    Father Brendan Flynn is a charismatic and enigmatic Catholic priest whose ambiguous relationship with a student drives the central moral conflict in John Patrick Shanley’s play and film "Doubt."
  • B. Father Brennan
    Father Brennan is a tormented priest in the 1976 horror film "The Omen" who desperately tries to warn the protagonists about the demonic nature of their child.
  • C. Father Andrew
    Father Andrew is a kindly priest and mentor figure in Mark Twain's novel "The Prince and the Pauper," offering guidance and education to the pauper boy Tom Canty.
  • D. Father Robinson
    Father Robinson is the resourceful patriarch who leads and protects his shipwrecked family in the 1960 adventure film "Swiss Family Robinson."
  • E. Father John Murphy
    Father John Murphy was an Irish Catholic priest who became a prominent rebel leader during the 1798 uprising against British rule in Ireland.
  • 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: Father Daniel Flynn
Triple: [Bad Times at the El Royale, mainCharacter, Father Daniel Flynn]
Generated description
Father Daniel Flynn is a mysterious, morally conflicted priest whose hidden past becomes central to the neo-noir thriller film "Bad Times at the El Royale."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Father Daniel Flynn
Target entity description: Father Daniel Flynn is a mysterious, morally conflicted priest whose hidden past becomes central to the neo-noir thriller film "Bad Times at the El Royale."
  • A. Father Brendan Flynn
    Father Brendan Flynn is a charismatic and enigmatic Catholic priest whose ambiguous relationship with a student drives the central moral conflict in John Patrick Shanley’s play and film "Doubt."
  • B. Father Brennan
    Father Brennan is a tormented priest in the 1976 horror film "The Omen" who desperately tries to warn the protagonists about the demonic nature of their child.
  • C. Father Andrew
    Father Andrew is a kindly priest and mentor figure in Mark Twain's novel "The Prince and the Pauper," offering guidance and education to the pauper boy Tom Canty.
  • D. Father Robinson
    Father Robinson is the resourceful patriarch who leads and protects his shipwrecked family in the 1960 adventure film "Swiss Family Robinson."
  • E. Father John Murphy
    Father John Murphy was an Irish Catholic priest who became a prominent rebel leader during the 1798 uprising against British rule in Ireland.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3b805a48190a7bc230a382365d6 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f4541dc8190b794eae019dcffbf completed March 13, 2026, 5:54 p.m.
NEDg Description generation batch_69b45258be648190a98f60bd0cf57faa completed March 13, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69b45eec592481908e2f002aa2127849 completed March 13, 2026, 7:01 p.m.
Created at: March 8, 2026, 3:24 p.m.