Triple
T21688985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michele Bachmann |
E535307
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Waterloo, Iowa, United States |
—
|
NE NERFINISHED |
How this triple was built (2 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: Waterloo, Iowa, United States | Statement: [Michele Bachmann, placeOfBirth, Waterloo, Iowa, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterloo, Iowa, United States Context triple: [Michele Bachmann, placeOfBirth, Waterloo, Iowa, United States]
-
A.
Waterloo, Iowa
chosen
Waterloo, Iowa is a mid-sized city in northeastern Iowa known as an industrial and commercial hub of the Cedar Valley region along the Cedar River.
-
B.
Waterloo, Wisconsin
Waterloo, Wisconsin is a small city in southeastern Wisconsin known for its agricultural roots and local manufacturing industries.
-
C.
Waterloo, Illinois
Waterloo, Illinois is a small city in southwestern Illinois known for its historic German heritage and role as a local economic and cultural center.
-
D.
Burlington, Iowa, United States
Burlington, Iowa, United States, is a small Mississippi River city in southeastern Iowa known for its historic riverfront, manufacturing heritage, and as the birthplace of Intel co-founder Robert N. Noyce.
-
E.
Waterloo, Nebraska
Waterloo, Nebraska is a small village in eastern Nebraska located near the Platte River and within the Omaha metropolitan area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0c469b6ec8190aee4cadd1527db91 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef96cd51d481908df67e4f69826b06 |
completed | April 27, 2026, 5:03 p.m. |
Created at: April 16, 2026, 6:44 p.m.