Triple

T9394378
Position Surface form Disambiguated ID Type / Status
Subject Sister Aloysius Beauvier E226105 entity
Predicate associatedWith P37 FINISHED
Object Donald Muller
Donald Muller is a pivotal unseen student character in John Patrick Shanley’s play and film "Doubt," whose ambiguous relationship with Father Flynn drives the story’s central moral and ethical conflict.
 E828862 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: Donald Muller | Statement: [Sister Aloysius Beauvier, associatedWith, Donald Muller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donald Muller
Context triple: [Sister Aloysius Beauvier, associatedWith, Donald Muller]
  • A. Gene Muller
    Gene Muller is a sports administrator who has served as the athletic director for the Bisons athletic program.
  • B. Carl Mueller
    Carl Mueller is a character in the 1991 horror film "Sometimes They Come Back," which is based on a Stephen King short story.
  • C. Todd Muller
    Todd Muller is a New Zealand National Party politician who briefly served as the party’s leader and Leader of the Opposition in 2020.
  • D. Ron Milbauer
    Ron Milbauer is a screenwriter best known for co-writing the cult horror-comedy film "Idle Hands."
  • E. Michael Wittenberg
    Michael Wittenberg was an investment adviser best known as the late husband of Broadway star Bernadette Peters.
  • 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: Donald Muller
Triple: [Sister Aloysius Beauvier, associatedWith, Donald Muller]
Generated description
Donald Muller is a pivotal unseen student character in John Patrick Shanley’s play and film "Doubt," whose ambiguous relationship with Father Flynn drives the story’s central moral and ethical conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Donald Muller
Target entity description: Donald Muller is a pivotal unseen student character in John Patrick Shanley’s play and film "Doubt," whose ambiguous relationship with Father Flynn drives the story’s central moral and ethical conflict.
  • A. Gene Muller
    Gene Muller is a sports administrator who has served as the athletic director for the Bisons athletic program.
  • B. Carl Mueller
    Carl Mueller is a character in the 1991 horror film "Sometimes They Come Back," which is based on a Stephen King short story.
  • C. Todd Muller
    Todd Muller is a New Zealand National Party politician who briefly served as the party’s leader and Leader of the Opposition in 2020.
  • D. Ron Milbauer
    Ron Milbauer is a screenwriter best known for co-writing the cult horror-comedy film "Idle Hands."
  • E. Michael Wittenberg
    Michael Wittenberg was an investment adviser best known as the late husband of Broadway star Bernadette Peters.
  • 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_69cd511150008190be04142e477e8bf1 completed April 1, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d20cbe7fb88190a945870540d4c973 completed April 5, 2026, 7:18 a.m.
NEDg Description generation batch_69d20f2aa6588190b842641d41f6179a completed April 5, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69d20f7c328c8190a58ad56e9e63cba0 completed April 5, 2026, 7:30 a.m.
Created at: March 30, 2026, 7:45 p.m.