Triple
T17741878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bruno Kessler |
E442878
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Kessler |
—
|
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: Kessler | Statement: [Bruno Kessler, familyName, Kessler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kessler Context triple: [Bruno Kessler, familyName, Kessler]
-
A.
Kehler
Kehler is a German-origin surname borne by various individuals, including American Air Force general C. Robert Kehler.
-
B.
Kiesler
Kiesler is the birth surname of Austrian-born Hollywood actress and inventor Hedy Lamarr.
-
C.
Keller
Keller is the surname of Helen Keller, the renowned American author and disability rights advocate who was both deaf and blind.
-
D.
Keller
Keller is a suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and strong public schools.
-
E.
Keyes
Keyes is a small unincorporated community located in Stanislaus County in California’s Central Valley.
- 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: Kessler Target entity description: Kessler is a German-origin surname borne by various notable individuals across fields such as science, politics, and the arts.
-
A.
Kehler
Kehler is a German-origin surname borne by various individuals, including American Air Force general C. Robert Kehler.
-
B.
Kiesler
Kiesler is the birth surname of Austrian-born Hollywood actress and inventor Hedy Lamarr.
-
C.
Keller
Keller is the surname of Helen Keller, the renowned American author and disability rights advocate who was both deaf and blind.
-
D.
Keller
Keller is a suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and strong public schools.
-
E.
Keyes
Keyes is a small unincorporated community located in Stanislaus County in California’s Central Valley.
- 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e47acd780c8190b1308ef0aca00f5c |
completed | April 19, 2026, 6:48 a.m. |
Created at: April 10, 2026, 10:09 a.m.