Triple
T14131407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison metropolitan area |
E350175
|
entity |
| Predicate | includesCity |
P3207
|
FINISHED |
| Object |
Fitchburg, Wisconsin
Fitchburg, Wisconsin is a suburban city just south of Madison known for its blend of residential neighborhoods, business parks, and agricultural and recreational green spaces.
|
E1082015
|
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: Fitchburg, Wisconsin | Statement: [Madison metropolitan area, includesCity, Fitchburg, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fitchburg, Wisconsin Context triple: [Madison metropolitan area, includesCity, Fitchburg, Wisconsin]
-
A.
Farmington, Wisconsin
Farmington, Wisconsin is a rural town in Washington County known for its agricultural landscape and small-community character in southeastern Wisconsin.
-
B.
Hartford, Wisconsin
Hartford, Wisconsin is a small city in southeastern Wisconsin known for its manufacturing base, historic downtown, and proximity to the Kettle Moraine State Forest.
-
C.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
D.
Germantown, Wisconsin
Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
-
E.
Fairchild, Wisconsin
Fairchild, Wisconsin is a small rural village in western Wisconsin known for its agricultural surroundings and close-knit community.
- 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: Fitchburg, Wisconsin Triple: [Madison metropolitan area, includesCity, Fitchburg, Wisconsin]
Generated description
Fitchburg, Wisconsin is a suburban city just south of Madison known for its blend of residential neighborhoods, business parks, and agricultural and recreational green spaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fitchburg, Wisconsin Target entity description: Fitchburg, Wisconsin is a suburban city just south of Madison known for its blend of residential neighborhoods, business parks, and agricultural and recreational green spaces.
-
A.
Farmington, Wisconsin
Farmington, Wisconsin is a rural town in Washington County known for its agricultural landscape and small-community character in southeastern Wisconsin.
-
B.
Hartford, Wisconsin
Hartford, Wisconsin is a small city in southeastern Wisconsin known for its manufacturing base, historic downtown, and proximity to the Kettle Moraine State Forest.
-
C.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
D.
Germantown, Wisconsin
Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
-
E.
Fairchild, Wisconsin
Fairchild, Wisconsin is a small rural village in western Wisconsin known for its agricultural surroundings and close-knit community.
- 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_69d827865f608190b311820428ae027b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de610cece88190b4a86500677e5938 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcdf10e3948190b21968bc39094a8e |
completed | May 7, 2026, 6:50 p.m. |
| NEDg | Description generation | batch_69fce1c29b988190957020f20e7c82e2 |
completed | May 7, 2026, 7:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fce23f04308190a369c86ad2335688 |
completed | May 7, 2026, 7:04 p.m. |
Created at: April 9, 2026, 11:03 p.m.