Triple
T5096079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heritage Corridor line |
E114866
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Willow Springs
Willow Springs is a commuter rail station in Willow Springs, Illinois, served by Metra trains on the Heritage Corridor line connecting the southwest suburbs to downtown Chicago.
|
E494962
|
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: Willow Springs | Statement: [Heritage Corridor line, hasStation, Willow Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willow Springs Context triple: [Heritage Corridor line, hasStation, Willow Springs]
-
A.
Elmwood Springs
Elmwood Springs is a small, close-knit fictional American town created by Fannie Flagg and used as the setting for several of her interconnected novels.
-
B.
Fourth Creek
Fourth Creek is a minor watercourse in South Australia that serves as one of the tributaries feeding into the River Torrens.
-
C.
The Springs
The Springs is a themed accommodation area within Disney's Saratoga Springs Resort & Spa at Walt Disney World, styled after historic New York mineral spring retreats.
-
D.
Trumpington Meadows
Trumpington Meadows is a modern residential and nature reserve development on the southern edge of Cambridge, known for its extensive green spaces and proximity to the River Cam.
-
E.
Meadowbrook
Meadowbrook is a residential community located within the Parish of St. Andrew in Jamaica.
- 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: Willow Springs Triple: [Heritage Corridor line, hasStation, Willow Springs]
Generated description
Willow Springs is a commuter rail station in Willow Springs, Illinois, served by Metra trains on the Heritage Corridor line connecting the southwest suburbs to downtown Chicago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willow Springs Target entity description: Willow Springs is a commuter rail station in Willow Springs, Illinois, served by Metra trains on the Heritage Corridor line connecting the southwest suburbs to downtown Chicago.
-
A.
Elmwood Springs
Elmwood Springs is a small, close-knit fictional American town created by Fannie Flagg and used as the setting for several of her interconnected novels.
-
B.
Fourth Creek
Fourth Creek is a minor watercourse in South Australia that serves as one of the tributaries feeding into the River Torrens.
-
C.
The Springs
The Springs is a themed accommodation area within Disney's Saratoga Springs Resort & Spa at Walt Disney World, styled after historic New York mineral spring retreats.
-
D.
Trumpington Meadows
Trumpington Meadows is a modern residential and nature reserve development on the southern edge of Cambridge, known for its extensive green spaces and proximity to the River Cam.
-
E.
Meadowbrook
Meadowbrook is a residential community located within the Parish of St. Andrew in Jamaica.
- 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_69bd443fc49c819089629c00e311310c |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75652a8081908386718f1fdb1de3 |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba80aee081908498cbe9d4f2eaa7 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebce93dc48190a43fca47cb5c0bcb |
completed | March 21, 2026, 3:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebe0086bc81908aa38f32952b8902 |
completed | March 21, 2026, 3:49 p.m. |
Created at: March 20, 2026, 1:40 p.m.