Triple

T16096803
Position Surface form Disambiguated ID Type / Status
Subject Thelma Lou E390506 entity
Predicate appearsIn P795 FINISHED
Object Return to Mayberry
Return to Mayberry is a 1986 made-for-television reunion film that brings back the characters from The Andy Griffith Show as they revisit their small hometown years later.
E13799 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: Return to Mayberry | Statement: [Thelma Lou, appearsIn, Return to Mayberry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Return to Mayberry
Context triple: [Thelma Lou, appearsIn, Return to Mayberry]
  • A. Mayberry R.F.D.
    Mayberry R.F.D. is an American television sitcom that continued the small-town stories of Mayberry after Andy Griffith’s departure, focusing on new central characters while retaining much of the original show’s setting and supporting cast.
  • B. Podunk
    Podunk was a Native American tribe of southern New England that played a significant role in 17th-century colonial conflicts, including King Philip's War.
  • C. The Andy Griffith Show
    The Andy Griffith Show is a classic American television sitcom from the 1960s set in the fictional town of Mayberry, known for its gentle humor, small-town charm, and enduring cultural impact.
  • D. Green Acres
    Green Acres is a classic 1960s American television sitcom about a New York lawyer and his wife adjusting to an eccentric rural farming community.
  • E. The Ballad of Jed Clampett
    "The Ballad of Jed Clampett" is a bluegrass-style country song by Lester Flatt and Earl Scruggs that narrates the rags-to-riches story of the Clampett family and serves as the iconic theme for the TV series The Beverly Hillbillies.
  • 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: Return to Mayberry
Triple: [Thelma Lou, appearsIn, Return to Mayberry]
Generated description
Return to Mayberry is a 1986 made-for-television reunion film that brings back the characters from The Andy Griffith Show as they revisit their small hometown years later.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Return to Mayberry
Target entity description: Return to Mayberry is a 1986 made-for-television reunion film that brings back the characters from The Andy Griffith Show as they revisit their small hometown years later.
  • A. Mayberry R.F.D.
    Mayberry R.F.D. is an American television sitcom that continued the small-town stories of Mayberry after Andy Griffith’s departure, focusing on new central characters while retaining much of the original show’s setting and supporting cast.
  • B. Podunk
    Podunk was a Native American tribe of southern New England that played a significant role in 17th-century colonial conflicts, including King Philip's War.
  • C. The Andy Griffith Show chosen
    The Andy Griffith Show is a classic American television sitcom from the 1960s set in the fictional town of Mayberry, known for its gentle humor, small-town charm, and enduring cultural impact.
  • D. Green Acres
    Green Acres is a classic 1960s American television sitcom about a New York lawyer and his wife adjusting to an eccentric rural farming community.
  • E. The Ballad of Jed Clampett
    "The Ballad of Jed Clampett" is a bluegrass-style country song by Lester Flatt and Earl Scruggs that narrates the rags-to-riches story of the Clampett family and serves as the iconic theme for the TV series The Beverly Hillbillies.
  • F. None of above.

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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e18593d0fc8190aa3ba3edb4219aaa completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb991ba88190ad568a49069f9701 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec4898088190bed531e33418c7e5 completed May 10, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffecce96508190a53f100e3207ebac completed May 10, 2026, 2:26 a.m.
Created at: April 10, 2026, 4:59 a.m.