Triple

T22560715
Position Surface form Disambiguated ID Type / Status
Subject Mary Ellen Walton E557806 entity
Predicate basedOn P98 FINISHED
Object Marian Hamner
Marian Hamner was one of Earl Hamner Jr.’s sisters whose life and personality helped inspire the character of Mary Ellen Walton in the television series "The Waltons."
E1542720 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: Marian Hamner | Statement: [Mary Ellen Walton, basedOn, Marian Hamner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marian Hamner
Context triple: [Mary Ellen Walton, basedOn, Marian Hamner]
  • A. Rose Hattenbarger
    Rose Hattenbarger is a fictional character from the television series "Hart of Dixie," known as a sweet and quirky teen living in the small town of Bluebell, Alabama.
  • B. Marion Nichols
    Marion Nichols is an individual notable enough to be recognized as a distinguished bearer of the surname Nichols, though specific widely known public details about them are limited.
  • C. Mary Harkness
    Mary Harkness was the first wife of American industrialist and railroad magnate Henry Flagler, with whom she shared the early years of his rise in the oil and transportation industries.
  • D. Marian Henderson
    Marian Henderson was an Australian folk and jazz singer known for her distinctive voice and influential recordings during the 1960s and 1970s.
  • E. Marion Marshall
    Marion Marshall was an American film actress who appeared in numerous Hollywood movies from the 1940s through the 1960s.
  • 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: Marian Hamner
Triple: [Mary Ellen Walton, basedOn, Marian Hamner]
Generated description
Marian Hamner was one of Earl Hamner Jr.’s sisters whose life and personality helped inspire the character of Mary Ellen Walton in the television series "The Waltons."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marian Hamner
Target entity description: Marian Hamner was one of Earl Hamner Jr.’s sisters whose life and personality helped inspire the character of Mary Ellen Walton in the television series "The Waltons."
  • A. Rose Hattenbarger
    Rose Hattenbarger is a fictional character from the television series "Hart of Dixie," known as a sweet and quirky teen living in the small town of Bluebell, Alabama.
  • B. Marion Nichols
    Marion Nichols is an individual notable enough to be recognized as a distinguished bearer of the surname Nichols, though specific widely known public details about them are limited.
  • C. Mary Harkness
    Mary Harkness was the first wife of American industrialist and railroad magnate Henry Flagler, with whom she shared the early years of his rise in the oil and transportation industries.
  • D. Marian Henderson
    Marian Henderson was an Australian folk and jazz singer known for her distinctive voice and influential recordings during the 1960s and 1970s.
  • E. Marion Marshall
    Marion Marshall was an American film actress who appeared in numerous Hollywood movies from the 1940s through the 1960s.
  • 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_69e11e59db848190b4272ecd2b690ffd completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15fa5f4008190921095b7aff4f4e2 completed April 29, 2026, 1:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d6d8bd88190a0716294f22fd32b completed May 18, 2026, 3:17 p.m.
NEDg Description generation batch_6a0b364718308190937c3b7ae90ea9df completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b37998f888190bb53c2429760321a completed May 18, 2026, 4 p.m.
Created at: April 16, 2026, 8:52 p.m.