Triple

T4390612
Position Surface form Disambiguated ID Type / Status
Subject Lloyd Vogel E99351 entity
Predicate hasSpouse P13 FINISHED
Object Andrea Vogel
Andrea Vogel is the wife of journalist Lloyd Vogel in the film "A Beautiful Day in the Neighborhood," where she supports him through his transformative relationship with Fred Rogers.
E435203 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: Andrea Vogel | Statement: [Lloyd Vogel, hasSpouse, Andrea Vogel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrea Vogel
Context triple: [Lloyd Vogel, hasSpouse, Andrea Vogel]
  • A. Andrea Klein
    Andrea Klein is a graphic designer best known for creating the cover art for Bruce Springsteen’s iconic album "Born in the U.S.A."
  • B. Andrea Kremer
    Andrea Kremer is an American sports journalist and broadcaster renowned for her pioneering NFL coverage and in-depth reporting on major sporting events.
  • C. Andrea Leeds
    Andrea Leeds was an American film actress best known for her acclaimed performances in 1930s Hollywood, including an Oscar-nominated role in "Stage Door."
  • D. Andrea Berndt
    Andrea Berndt is known as the wife of American screenwriter and producer William Broyles Jr.
  • E. Nicole Pantenburg
    Nicole Pantenburg is an American former backup dancer and actress best known for her work with artists like Janet Jackson and for her marriage to R&B singer-songwriter Babyface.
  • 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: Andrea Vogel
Triple: [Lloyd Vogel, hasSpouse, Andrea Vogel]
Generated description
Andrea Vogel is the wife of journalist Lloyd Vogel in the film "A Beautiful Day in the Neighborhood," where she supports him through his transformative relationship with Fred Rogers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrea Vogel
Target entity description: Andrea Vogel is the wife of journalist Lloyd Vogel in the film "A Beautiful Day in the Neighborhood," where she supports him through his transformative relationship with Fred Rogers.
  • A. Andrea Klein
    Andrea Klein is a graphic designer best known for creating the cover art for Bruce Springsteen’s iconic album "Born in the U.S.A."
  • B. Andrea Kremer
    Andrea Kremer is an American sports journalist and broadcaster renowned for her pioneering NFL coverage and in-depth reporting on major sporting events.
  • C. Andrea Leeds
    Andrea Leeds was an American film actress best known for her acclaimed performances in 1930s Hollywood, including an Oscar-nominated role in "Stage Door."
  • D. Andrea Berndt
    Andrea Berndt is known as the wife of American screenwriter and producer William Broyles Jr.
  • E. Nicole Pantenburg
    Nicole Pantenburg is an American former backup dancer and actress best known for her work with artists like Janet Jackson and for her marriage to R&B singer-songwriter Babyface.
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352843d7c8190929b94c94eaa63df completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e530428881908d125971263bd747 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e629115881908436a81b5774ac24 completed March 14, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69b5e68c960c8190a946574120a50047 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:19 p.m.