Triple
T12059264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fiserv, Inc. |
E287123
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object |
Brookfield, Wisconsin, United States
Brookfield, Wisconsin, United States is a suburban city in the Milwaukee metropolitan area known for its commercial centers, corporate offices, and high quality of life.
|
E961272
|
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: Brookfield, Wisconsin, United States | Statement: [Fiserv, Inc., headquartersLocation, Brookfield, Wisconsin, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brookfield, Wisconsin, United States Context triple: [Fiserv, Inc., headquartersLocation, Brookfield, Wisconsin, United States]
-
A.
Kenosha, Wisconsin, United States
Kenosha, Wisconsin, United States is a mid-sized industrial and lakeside city on the southwestern shore of Lake Michigan between Milwaukee and Chicago.
-
B.
Milwaukee, Wisconsin, United States of America
Milwaukee is the largest city in Wisconsin, known as a major Great Lakes port and historic center of brewing and manufacturing in the United States.
-
C.
Shorewood, Wisconsin
Shorewood, Wisconsin is a suburban village just north of Milwaukee known for its walkable residential neighborhoods, historic homes, and access to Lake Michigan.
-
D.
Brandon, Wisconsin
Brandon, Wisconsin is a small rural village in Fond du Lac County known for its agricultural surroundings and location in central-eastern Wisconsin.
-
E.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
- 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: Brookfield, Wisconsin, United States Triple: [Fiserv, Inc., headquartersLocation, Brookfield, Wisconsin, United States]
Generated description
Brookfield, Wisconsin, United States is a suburban city in the Milwaukee metropolitan area known for its commercial centers, corporate offices, and high quality of life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brookfield, Wisconsin, United States Target entity description: Brookfield, Wisconsin, United States is a suburban city in the Milwaukee metropolitan area known for its commercial centers, corporate offices, and high quality of life.
-
A.
Kenosha, Wisconsin, United States
Kenosha, Wisconsin, United States is a mid-sized industrial and lakeside city on the southwestern shore of Lake Michigan between Milwaukee and Chicago.
-
B.
Milwaukee, Wisconsin, United States of America
Milwaukee is the largest city in Wisconsin, known as a major Great Lakes port and historic center of brewing and manufacturing in the United States.
-
C.
Shorewood, Wisconsin
Shorewood, Wisconsin is a suburban village just north of Milwaukee known for its walkable residential neighborhoods, historic homes, and access to Lake Michigan.
-
D.
Brandon, Wisconsin
Brandon, Wisconsin is a small rural village in Fond du Lac County known for its agricultural surroundings and location in central-eastern Wisconsin.
-
E.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
- 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9043dbccc8190bf9da181f826f0d8 |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49df216bc8190933e08f495f4d22f |
completed | May 1, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69f53d96c3f08190847ba49929b7628f |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f56495830c8190ad5e1767f251b4c5 |
completed | May 2, 2026, 2:42 a.m. |
Created at: April 8, 2026, 9:47 p.m.