Triple

T9237664
Position Surface form Disambiguated ID Type / Status
Subject Mystic Pizza E221977 entity
Predicate writer P1360 FINISHED
Object Randall M. Badat
Randall M. Badat is a screenwriter best known for co-writing the 1988 romantic comedy film "Mystic Pizza."
 E850463 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: Randall M. Badat | Statement: [Mystic Pizza, writer, Randall M. Badat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randall M. Badat
Context triple: [Mystic Pizza, writer, Randall M. Badat]
  • A. Randall B. Smith
    Randall B. Smith is a designer or creator best known as the person responsible for developing the work referred to as "Self."
  • B. David M. Satterfield
    David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
  • C. Clifford G. Gaddy
    Clifford G. Gaddy is an American economist and Russia expert known for his work on the Russian economy and coauthoring influential books on Vladimir Putin and Russian policy.
  • D. Douglas S. Cramer
    Douglas S. Cramer was an American television and film producer best known for his work on popular series such as "Dynasty," "The Love Boat," and "Wonder Woman."
  • E. Rodney D. Smith
    Rodney D. Smith is an academic leader who has served as president of the University of The Bahamas.
  • 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: Randall M. Badat
Triple: [Mystic Pizza, writer, Randall M. Badat]
Generated description
Randall M. Badat is a screenwriter best known for co-writing the 1988 romantic comedy film "Mystic Pizza."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randall M. Badat
Target entity description: Randall M. Badat is a screenwriter best known for co-writing the 1988 romantic comedy film "Mystic Pizza."
  • A. Randall B. Smith
    Randall B. Smith is a designer or creator best known as the person responsible for developing the work referred to as "Self."
  • B. David M. Satterfield
    David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
  • C. Clifford G. Gaddy
    Clifford G. Gaddy is an American economist and Russia expert known for his work on the Russian economy and coauthoring influential books on Vladimir Putin and Russian policy.
  • D. Douglas S. Cramer
    Douglas S. Cramer was an American television and film producer best known for his work on popular series such as "Dynasty," "The Love Boat," and "Wonder Woman."
  • E. Rodney D. Smith
    Rodney D. Smith is an academic leader who has served as president of the University of The Bahamas.
  • 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_69ca83ee26cc81909ac624e190597d6d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf09e553081909cf864635cfc5dcc completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6a75d16888190aad10857effd152d completed April 8, 2026, 7:07 p.m.
NEDg Description generation batch_69d6aa57c19c81909611162d1d067da8 completed April 8, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69d6d02015bc8190a7041a7d725c8a1b completed April 8, 2026, 10:01 p.m.
Created at: March 30, 2026, 7:29 p.m.