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.