Triple
T2587181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Novi, Michigan |
E58031
|
entity |
| Predicate | hasLake |
P1025
|
FINISHED |
| Object |
Walled Lake
Walled Lake is a natural inland lake in Oakland County, Michigan, known for recreational activities such as boating, fishing, and lakeside residential communities.
|
E444735
|
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: Walled Lake | Statement: [Novi, Michigan, hasLake, Walled Lake]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walled Lake Context triple: [Novi, Michigan, hasLake, Walled Lake]
-
A.
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.
-
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.
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.
-
D.
Kay Lake
Kay Lake is a central character in James Ellroy's crime novel "The Black Dahlia," depicted as a compassionate and morally grounded woman entangled in the dark world of 1940s Los Angeles corruption and obsession.
-
E.
Cedar Lake
Cedar Lake is a popular recreational lake in Minneapolis, Minnesota, known for its beaches, trails, and natural surroundings within the city's Chain of Lakes.
- 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: Walled Lake Triple: [Novi, Michigan, hasLake, Walled Lake]
Generated description
Walled Lake is a natural inland lake in Oakland County, Michigan, known for recreational activities such as boating, fishing, and lakeside residential communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walled Lake Target entity description: Walled Lake is a natural inland lake in Oakland County, Michigan, known for recreational activities such as boating, fishing, and lakeside residential communities.
-
A.
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.
-
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.
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.
-
D.
Kay Lake
Kay Lake is a central character in James Ellroy's crime novel "The Black Dahlia," depicted as a compassionate and morally grounded woman entangled in the dark world of 1940s Los Angeles corruption and obsession.
-
E.
Cedar Lake
Cedar Lake is a popular recreational lake in Minneapolis, Minnesota, known for its beaches, trails, and natural surroundings within the city's Chain of Lakes.
- 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd3f8a3888190889c537e6df07305 |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b66b15fd1881908058d3b1b466f41d |
completed | March 15, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69b66ba25a58819094e47f7d81a5a543 |
completed | March 15, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b66bf7180881909c95f4b54a53cd8e |
completed | March 15, 2026, 8:21 a.m. |
Created at: March 6, 2026, 9:49 p.m.