Triple

T9901235
Position Surface form Disambiguated ID Type / Status
Subject Lloyd Bentsen E182286 entity
Predicate spouse P13 FINISHED
Object Beryl Ann Longino
Beryl Ann Longino was the wife of longtime U.S. senator and 1988 Democratic vice-presidential nominee Lloyd Bentsen.
E828997 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: Beryl Ann Longino | Statement: [Lloyd Bentsen, spouse, Beryl Ann Longino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beryl Ann Longino
Context triple: [Lloyd Bentsen, spouse, Beryl Ann Longino]
  • A. Rose Mary Long
    Rose Mary Long was the daughter of influential Louisiana politician Huey P. Long and a member of the prominent Long political family.
  • B. Martha Longenecker
    Martha Longenecker was an American artist, educator, and museum founder best known for establishing San Diego’s Mingei International Museum dedicated to folk art, craft, and design from around the world.
  • C. Eileen Pardee
    Eileen Pardee is known as the former spouse of Anthony Dryden Marshall, the American theatrical producer and son of philanthropist Brooke Astor.
  • D. Patricia Luisa Oakes
    Patricia Luisa Oakes was a British socialite best known as the first wife of Franklin D. Roosevelt Jr., son of the 32nd U.S. president.
  • E. Sonja Norwood
    Sonja Norwood is an American talent manager and television personality best known for managing the careers of her children, singer-actress Brandy and entertainer Ray J.
  • 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: Beryl Ann Longino
Triple: [Lloyd Bentsen, spouse, Beryl Ann Longino]
Generated description
Beryl Ann Longino was the wife of longtime U.S. senator and 1988 Democratic vice-presidential nominee Lloyd Bentsen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beryl Ann Longino
Target entity description: Beryl Ann Longino was the wife of longtime U.S. senator and 1988 Democratic vice-presidential nominee Lloyd Bentsen.
  • A. Rose Mary Long
    Rose Mary Long was the daughter of influential Louisiana politician Huey P. Long and a member of the prominent Long political family.
  • B. Martha Longenecker
    Martha Longenecker was an American artist, educator, and museum founder best known for establishing San Diego’s Mingei International Museum dedicated to folk art, craft, and design from around the world.
  • C. Eileen Pardee
    Eileen Pardee is known as the former spouse of Anthony Dryden Marshall, the American theatrical producer and son of philanthropist Brooke Astor.
  • D. Patricia Luisa Oakes
    Patricia Luisa Oakes was a British socialite best known as the first wife of Franklin D. Roosevelt Jr., son of the 32nd U.S. president.
  • E. Sonja Norwood
    Sonja Norwood is an American talent manager and television personality best known for managing the careers of her children, singer-actress Brandy and entertainer Ray J.
  • 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4e221448190b536742d1269f9d7 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20d92624c81909f5a8af8703ead09 completed April 5, 2026, 7:21 a.m.
NEDg Description generation batch_69d20fe81dfc81909da77c59d0b8497a completed April 5, 2026, 7:31 a.m.
NED2 Entity disambiguation (via description) batch_69d210fed02c8190bde2dfa7e81b1ef2 completed April 5, 2026, 7:36 a.m.
Created at: March 30, 2026, 8:40 p.m.