Triple

T6297259
Position Surface form Disambiguated ID Type / Status
Subject Deke Slayton E141159 entity
Predicate spouse P13 FINISHED
Object Marlene Slayton
Marlene Slayton is best known as the wife of NASA astronaut and original Mercury Seven member Deke Slayton.
E581785 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: Marlene Slayton | Statement: [Deke Slayton, spouse, Marlene Slayton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marlene Slayton
Context triple: [Deke Slayton, spouse, Marlene Slayton]
  • A. Elizabeth Mattingly
    Elizabeth Mattingly is known as the wife of former NASA astronaut and Apollo program command module pilot Ken Mattingly.
  • B. Marilyn Lovell
    Marilyn Lovell is the wife of Apollo 13 astronaut Jim Lovell, known for her role in supporting him and their family during his NASA career and the historic mission crisis.
  • C. Kathryn D. Sullivan
    Kathryn D. Sullivan is an American geologist, former NASA astronaut, and the first American woman to walk in space.
  • D. Kathryn Scobee
    Kathryn Scobee is the daughter of Francis R. Scobee, the NASA astronaut and commander of the Space Shuttle Challenger's final mission.
  • E. Eileen Collins
    Eileen Collins is a retired NASA astronaut and former U.S. Air Force colonel who became the first woman to pilot and later command a Space Shuttle mission.
  • 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: Marlene Slayton
Triple: [Deke Slayton, spouse, Marlene Slayton]
Generated description
Marlene Slayton is best known as the wife of NASA astronaut and original Mercury Seven member Deke Slayton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marlene Slayton
Target entity description: Marlene Slayton is best known as the wife of NASA astronaut and original Mercury Seven member Deke Slayton.
  • A. Elizabeth Mattingly
    Elizabeth Mattingly is known as the wife of former NASA astronaut and Apollo program command module pilot Ken Mattingly.
  • B. Marilyn Lovell
    Marilyn Lovell is the wife of Apollo 13 astronaut Jim Lovell, known for her role in supporting him and their family during his NASA career and the historic mission crisis.
  • C. Kathryn D. Sullivan
    Kathryn D. Sullivan is an American geologist, former NASA astronaut, and the first American woman to walk in space.
  • D. Kathryn Scobee
    Kathryn Scobee is the daughter of Francis R. Scobee, the NASA astronaut and commander of the Space Shuttle Challenger's final mission.
  • E. Eileen Collins
    Eileen Collins is a retired NASA astronaut and former U.S. Air Force colonel who became the first woman to pilot and later command a Space Shuttle mission.
  • 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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0643bd0748190af7abbebb6f94242 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51993b8ec8190a0813d66851ac201 completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51eaa277c81908a4566da138c8047 completed March 26, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69c51f583f788190ac716a02f584f093 completed March 26, 2026, 11:58 a.m.
Created at: March 22, 2026, 4:27 p.m.