Triple
T21411743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Portage County, Wisconsin |
E528187
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Heffron, Wisconsin
Heffron, Wisconsin is a small unincorporated rural community located within Portage County in the U.S. state of Wisconsin.
|
E1499205
|
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: Heffron, Wisconsin | Statement: [Portage County, Wisconsin, hasUnincorporatedCommunity, Heffron, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heffron, Wisconsin Context triple: [Portage County, Wisconsin, hasUnincorporatedCommunity, Heffron, Wisconsin]
-
A.
Waterford, Wisconsin
Waterford, Wisconsin is a small village in Racine County known for its rural charm, proximity to the Fox River, and tight-knit community.
-
B.
Hawthorne, Wisconsin
Hawthorne, Wisconsin is a small rural town in northwestern Wisconsin known for its forests, lakes, and outdoor recreational opportunities.
-
C.
Hudson, Wisconsin
Hudson, Wisconsin is a small city in western Wisconsin known as a scenic St. Croix River community with a historic downtown and popular recreational waterfront.
-
D.
Vandenbroek, Wisconsin
Vandenbroek, Wisconsin is a small rural town located in Outagamie County in the east-central region of the state.
-
E.
Lindina, Wisconsin
Lindina, Wisconsin is a small rural community located in Juneau County in the central part of the state.
- 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: Heffron, Wisconsin Triple: [Portage County, Wisconsin, hasUnincorporatedCommunity, Heffron, Wisconsin]
Generated description
Heffron, Wisconsin is a small unincorporated rural community located within Portage County in the U.S. state of Wisconsin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heffron, Wisconsin Target entity description: Heffron, Wisconsin is a small unincorporated rural community located within Portage County in the U.S. state of Wisconsin.
-
A.
Waterford, Wisconsin
Waterford, Wisconsin is a small village in Racine County known for its rural charm, proximity to the Fox River, and tight-knit community.
-
B.
Hawthorne, Wisconsin
Hawthorne, Wisconsin is a small rural town in northwestern Wisconsin known for its forests, lakes, and outdoor recreational opportunities.
-
C.
Hudson, Wisconsin
Hudson, Wisconsin is a small city in western Wisconsin known as a scenic St. Croix River community with a historic downtown and popular recreational waterfront.
-
D.
Vandenbroek, Wisconsin
Vandenbroek, Wisconsin is a small rural town located in Outagamie County in the east-central region of the state.
-
E.
Lindina, Wisconsin
Lindina, Wisconsin is a small rural community located in Juneau County in the central part of the state.
- 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_69e0c454c248819093425d1099101c09 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b1fe2cd08190bfaf28daae4f5233 |
completed | April 22, 2026, 11:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a2eba1cc48190bb642c096f67fcc0 |
completed | May 17, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_6a0a300b6374819098d84a8b4347762c |
completed | May 17, 2026, 9:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a308ca2648190a365ea141a5335bb |
completed | May 17, 2026, 9:18 p.m. |
Created at: April 16, 2026, 5:43 p.m.