Triple

T7600808
Position Surface form Disambiguated ID Type / Status
Subject Kenneth Arrow E179975 entity
Predicate spouse P13 FINISHED
Object Selma Schweitzer Arrow
Selma Schweitzer Arrow was the wife of Nobel Prize–winning economist Kenneth Arrow and a partner in his personal and professional life.
E674932 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: Selma Schweitzer Arrow | Statement: [Kenneth Arrow, spouse, Selma Schweitzer Arrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Selma Schweitzer Arrow
Context triple: [Kenneth Arrow, spouse, Selma Schweitzer Arrow]
  • A. Meadow Soprano
    Meadow Soprano is the intelligent and increasingly independent daughter of mob boss Tony Soprano in the acclaimed television series "The Sopranos."
  • B. Idina Menzel
    Idina Menzel is an American actress and singer best known for her powerful Broadway performances in shows like "Wicked" and for voicing Elsa in Disney's "Frozen."
  • C. Crystal Singer
    Crystal Singer is a science fiction novel by Anne McCaffrey that follows a young woman who joins an elite, perilous guild of spacefaring crystal miners on the planet Ballybran.
  • D. Sara Sedgwick
    Sara Sedgwick was an American woman from a prominent New England literary family who became the wife of William Erasmus Darwin, the eldest son of naturalist Charles Darwin.
  • E. Missy Armitage
    Missy Armitage is a central antagonist in the horror film "Get Out," known for her role in hypnotizing victims as part of the Armitage family's sinister scheme.
  • 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: Selma Schweitzer Arrow
Triple: [Kenneth Arrow, spouse, Selma Schweitzer Arrow]
Generated description
Selma Schweitzer Arrow was the wife of Nobel Prize–winning economist Kenneth Arrow and a partner in his personal and professional life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Selma Schweitzer Arrow
Target entity description: Selma Schweitzer Arrow was the wife of Nobel Prize–winning economist Kenneth Arrow and a partner in his personal and professional life.
  • A. Meadow Soprano
    Meadow Soprano is the intelligent and increasingly independent daughter of mob boss Tony Soprano in the acclaimed television series "The Sopranos."
  • B. Idina Menzel
    Idina Menzel is an American actress and singer best known for her powerful Broadway performances in shows like "Wicked" and for voicing Elsa in Disney's "Frozen."
  • C. Crystal Singer
    Crystal Singer is a science fiction novel by Anne McCaffrey that follows a young woman who joins an elite, perilous guild of spacefaring crystal miners on the planet Ballybran.
  • D. Sara Sedgwick
    Sara Sedgwick was an American woman from a prominent New England literary family who became the wife of William Erasmus Darwin, the eldest son of naturalist Charles Darwin.
  • E. Missy Armitage
    Missy Armitage is a central antagonist in the horror film "Get Out," known for her role in hypnotizing victims as part of the Armitage family's sinister scheme.
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9d9c55c8190841f3bf3225c096a completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c861b0649c8190b374b5e81f8ba453 completed March 28, 2026, 11:18 p.m.
NEDg Description generation batch_69c86211e4f88190b38bce6441e33b53 completed March 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69c862bb95e881909a60608a5279238d completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:53 p.m.