Triple
T23281572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Les Aspin |
E588876
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Aspin |
—
|
NE NERFINISHED |
How this triple was built (3 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: Aspin | Statement: [Les Aspin, familyName, Aspin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aspin Context triple: [Les Aspin, familyName, Aspin]
-
A.
Parlick
Parlick is a prominent hill in Lancashire, England, popular with walkers and paragliders and known for its sweeping views over the Forest of Bowland.
-
B.
Kemper
Kemper is a surname most prominently associated with the American banking and philanthropic family involved in finance, arts, and education.
-
C.
Duravant
Duravant is an industrial equipment and automation company that provides engineered systems and services for food processing, packaging, and material handling applications.
-
D.
Finklea
Finklea is the birth surname of American actress and dancer Cyd Charisse, known for her roles in classic Hollywood musicals.
-
E.
Asplund
Asplund is a Swedish surname most notably associated with architect Gunnar Asplund, a key figure in Nordic Classicism and early modernist architecture.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aspin Target entity description: Aspin is a surname most notably associated with Les Aspin, a former U.S. Secretary of Defense and long-serving member of Congress.
-
A.
Parlick
Parlick is a prominent hill in Lancashire, England, popular with walkers and paragliders and known for its sweeping views over the Forest of Bowland.
-
B.
Kemper
Kemper is a surname most prominently associated with the American banking and philanthropic family involved in finance, arts, and education.
-
C.
Duravant
Duravant is an industrial equipment and automation company that provides engineered systems and services for food processing, packaging, and material handling applications.
-
D.
Finklea
Finklea is the birth surname of American actress and dancer Cyd Charisse, known for her roles in classic Hollywood musicals.
-
E.
Asplund
Asplund is a Swedish surname most notably associated with architect Gunnar Asplund, a key figure in Nordic Classicism and early modernist architecture.
- F. None of above. chosen
Provenance (2 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19643b8908190a2c29552b272dc61 |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 4:57 p.m.