Triple
T2320327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Michigan |
E51163
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Torch Lake
Torch Lake is a renowned, crystal-clear freshwater lake in northern Michigan known for its striking turquoise waters and recreational boating and fishing.
|
E396808
|
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: Torch Lake | Statement: [Northern Michigan, hasAttraction, Torch Lake]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Torch Lake Context triple: [Northern Michigan, hasAttraction, Torch Lake]
-
A.
George Lake
George Lake is a scenic freshwater lake in Ontario, Canada, best known as a central feature and popular access point within Killarney Provincial Park.
-
B.
Gull Lake
Gull Lake is a scenic freshwater lake in Ontario, Canada, known for recreation, cottages, and its proximity to the town of Gravenhurst in the Muskoka region.
-
C.
Stow Lake
Stow Lake is a man-made lake and popular recreational spot in San Francisco’s Golden Gate Park, known for its boating, walking paths, and scenic island.
-
D.
Sturgeon Lake
Sturgeon Lake is a prominent freshwater lake in south-central Ontario, Canada, known for recreational boating, fishing, and its role in the Kawartha Lakes region’s cottage and tourism industry.
-
E.
Pere Marquette Lake
Pere Marquette Lake is a small coastal lake in Ludington, Michigan, connected to Lake Michigan and known for its recreational boating and fishing.
- 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: Torch Lake Triple: [Northern Michigan, hasAttraction, Torch Lake]
Generated description
Torch Lake is a renowned, crystal-clear freshwater lake in northern Michigan known for its striking turquoise waters and recreational boating and fishing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Torch Lake Target entity description: Torch Lake is a renowned, crystal-clear freshwater lake in northern Michigan known for its striking turquoise waters and recreational boating and fishing.
-
A.
George Lake
George Lake is a scenic freshwater lake in Ontario, Canada, best known as a central feature and popular access point within Killarney Provincial Park.
-
B.
Gull Lake
Gull Lake is a scenic freshwater lake in Ontario, Canada, known for recreation, cottages, and its proximity to the town of Gravenhurst in the Muskoka region.
-
C.
Stow Lake
Stow Lake is a man-made lake and popular recreational spot in San Francisco’s Golden Gate Park, known for its boating, walking paths, and scenic island.
-
D.
Sturgeon Lake
Sturgeon Lake is a prominent freshwater lake in south-central Ontario, Canada, known for recreational boating, fishing, and its role in the Kawartha Lakes region’s cottage and tourism industry.
-
E.
Pere Marquette Lake
Pere Marquette Lake is a small coastal lake in Ludington, Michigan, connected to Lake Michigan and known for its recreational boating and fishing.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc632474c8190972b4611a3a4ff8f |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c512b108190b08245662695b8ca |
completed | March 14, 2026, 8:29 a.m. |
| NEDg | Description generation | batch_69b51cd116d08190beeb1cd8e9d05468 |
completed | March 14, 2026, 8:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51d865f20819095418bd080ce2bb4 |
completed | March 14, 2026, 8:34 a.m. |
Created at: March 4, 2026, 7:49 p.m.