Triple
T1154185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schaumburg, Illinois |
E23744
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Spring Valley Nature Center
Spring Valley Nature Center is a public nature preserve and educational facility featuring prairies, woodlands, wetlands, and walking trails that offer visitors opportunities for wildlife observation and environmental learning.
|
E141416
|
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: Spring Valley Nature Center | Statement: [Schaumburg, Illinois, hasAttraction, Spring Valley Nature Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Valley Nature Center Context triple: [Schaumburg, Illinois, hasAttraction, Spring Valley Nature Center]
-
A.
Blackwell Forest Preserve
Blackwell Forest Preserve is a popular natural area in DuPage County, Illinois, known for its woodlands, lakes, trails, and outdoor recreation opportunities such as hiking, fishing, camping, and boating.
-
B.
Waterfall Glen Forest Preserve
Waterfall Glen Forest Preserve is a large natural area in northeastern Illinois known for its extensive trail system, scenic woodlands, and popular waterfall feature.
-
C.
Flag Ponds Nature Park
Flag Ponds Nature Park is a coastal nature preserve on the Chesapeake Bay known for its sandy beaches, fossil hunting, and diverse wildlife habitats.
-
D.
Pleasant Valley Wildlife Sanctuary
Pleasant Valley Wildlife Sanctuary is a nature preserve in western Massachusetts known for its forested trails, diverse wildlife habitats, and environmental education programs.
-
E.
Danada Forest Preserve
Danada Forest Preserve is a natural area in DuPage County, Illinois, known for its prairies, woodlands, wetlands, and the historic Danada equestrian center.
- 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: Spring Valley Nature Center Triple: [Schaumburg, Illinois, hasAttraction, Spring Valley Nature Center]
Generated description
Spring Valley Nature Center is a public nature preserve and educational facility featuring prairies, woodlands, wetlands, and walking trails that offer visitors opportunities for wildlife observation and environmental learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Valley Nature Center Target entity description: Spring Valley Nature Center is a public nature preserve and educational facility featuring prairies, woodlands, wetlands, and walking trails that offer visitors opportunities for wildlife observation and environmental learning.
-
A.
Blackwell Forest Preserve
Blackwell Forest Preserve is a popular natural area in DuPage County, Illinois, known for its woodlands, lakes, trails, and outdoor recreation opportunities such as hiking, fishing, camping, and boating.
-
B.
Waterfall Glen Forest Preserve
Waterfall Glen Forest Preserve is a large natural area in northeastern Illinois known for its extensive trail system, scenic woodlands, and popular waterfall feature.
-
C.
Flag Ponds Nature Park
Flag Ponds Nature Park is a coastal nature preserve on the Chesapeake Bay known for its sandy beaches, fossil hunting, and diverse wildlife habitats.
-
D.
Pleasant Valley Wildlife Sanctuary
Pleasant Valley Wildlife Sanctuary is a nature preserve in western Massachusetts known for its forested trails, diverse wildlife habitats, and environmental education programs.
-
E.
Danada Forest Preserve
Danada Forest Preserve is a natural area in DuPage County, Illinois, known for its prairies, woodlands, wetlands, and the historic Danada equestrian center.
- 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_69a493f0d32c8190ac74bad3c87f2641 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc8fbb548190865b1bf019f2bde4 |
completed | March 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a03f6a0819082cd0e0ea74bb5da |
completed | March 7, 2026, 8:26 p.m. |
| NEDg | Description generation | batch_69ac8a7df71c819097c344553d101bca |
completed | March 7, 2026, 8:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8ad15e7c8190b596ee5f4b9d0469 |
completed | March 7, 2026, 8:30 p.m. |
Created at: March 1, 2026, 7:44 p.m.