Triple

T8479513
Position Surface form Disambiguated ID Type / Status
Subject Lisa Simpson E200479 entity
Predicate notableEpisodeFocus P2757 FINISHED
Object "Lisa's Substitute"
"Lisa's Substitute" is a critically acclaimed episode of The Simpsons in which Lisa forms a deep bond with an inspiring substitute teacher, exploring themes of mentorship, identity, and emotional growth.
 E737450 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: "Lisa's Substitute" | Statement: [Lisa Simpson, notableEpisodeFocus, "Lisa's Substitute"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Lisa's Substitute"
Context triple: [Lisa Simpson, notableEpisodeFocus, "Lisa's Substitute"]
  • A. Wendy & Lisa (album)
    "Wendy & Lisa" is the 1987 self-titled debut album by the duo Wendy Melvoin and Lisa Coleman, blending pop, rock, and funk influences following their tenure with Prince and The Revolution.
  • B. The Late Liz
    The Late Liz is a 1971 American drama film starring Geraldine Fitzgerald as an aging woman confronting the consequences of a life of selfishness and spiritual emptiness.
  • C. Lottie and Lisa
    Lottie and Lisa is a 1949 German children's novel by Erich Kästner about identical twin girls separated at birth who meet at a summer camp and switch places to reunite their divorced parents.
  • D. Liza with a Z
    Liza with a Z is a 1972 television concert film and musical special starring Liza Minnelli, renowned for its dynamic song-and-dance performances and direction by Bob Fosse.
  • E. The Substitute
    The Substitute is a 1996 action-thriller film about a mercenary who goes undercover as a high school teacher to confront violent gangs and corruption.
  • 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: "Lisa's Substitute"
Triple: [Lisa Simpson, notableEpisodeFocus, "Lisa's Substitute"]
Generated description
"Lisa's Substitute" is a critically acclaimed episode of The Simpsons in which Lisa forms a deep bond with an inspiring substitute teacher, exploring themes of mentorship, identity, and emotional growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Lisa's Substitute"
Target entity description: "Lisa's Substitute" is a critically acclaimed episode of The Simpsons in which Lisa forms a deep bond with an inspiring substitute teacher, exploring themes of mentorship, identity, and emotional growth.
  • A. Wendy & Lisa (album)
    "Wendy & Lisa" is the 1987 self-titled debut album by the duo Wendy Melvoin and Lisa Coleman, blending pop, rock, and funk influences following their tenure with Prince and The Revolution.
  • B. The Late Liz
    The Late Liz is a 1971 American drama film starring Geraldine Fitzgerald as an aging woman confronting the consequences of a life of selfishness and spiritual emptiness.
  • C. Lottie and Lisa
    Lottie and Lisa is a 1949 German children's novel by Erich Kästner about identical twin girls separated at birth who meet at a summer camp and switch places to reunite their divorced parents.
  • D. Liza with a Z
    Liza with a Z is a 1972 television concert film and musical special starring Liza Minnelli, renowned for its dynamic song-and-dance performances and direction by Bob Fosse.
  • E. The Substitute
    The Substitute is a 1996 action-thriller film about a mercenary who goes undercover as a high school teacher to confront violent gangs and corruption.
  • 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5232d008190ae55b982f5fc9e8b completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a22d6e481908bdb0b9cc0df0113 completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3cddba648190be303823862a0423 completed April 2, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d5edabc8190b985546b8242e90a completed April 2, 2026, 9:56 a.m.
Created at: March 30, 2026, 6:12 p.m.