Triple
T20441234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MARTA rail network |
E501394
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object | North Springs |
—
|
NE NERFINISHED |
How this triple was built (3 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: North Springs | Statement: [MARTA rail network, connects, North Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Springs Context triple: [MARTA rail network, connects, North Springs]
-
A.
Double Springs
Double Springs is a small town in northwestern Alabama that serves as the administrative and commercial center of Winston County.
-
B.
Willow Springs
"Willow Springs" is a critically acclaimed album by American singer-songwriter Michael McDermott, noted for its introspective lyrics and roots-rock sound.
-
C.
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.
-
D.
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.
-
E.
Royal Springs
Royal Springs is a popular natural freshwater spring and recreation area in northern Florida known for swimming, diving, and scenic surroundings.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Springs Target entity description: North Springs is a rapid transit station in Sandy Springs, Georgia, serving as the northern terminus of MARTA’s Red Line in the Atlanta metropolitan area.
-
A.
Double Springs
Double Springs is a small town in northwestern Alabama that serves as the administrative and commercial center of Winston County.
-
B.
Willow Springs
"Willow Springs" is a critically acclaimed album by American singer-songwriter Michael McDermott, noted for its introspective lyrics and roots-rock sound.
-
C.
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.
-
D.
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.
-
E.
Royal Springs
Royal Springs is a popular natural freshwater spring and recreation area in northern Florida known for swimming, diving, and scenic surroundings.
- F. None of above. chosen
Provenance (2 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_69e0b4ab3cfc8190ac9bf32e932316b1 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e685f2e8888190a2e0d6b2bf6c905d |
completed | April 20, 2026, 8 p.m. |
Created at: April 16, 2026, 11:31 a.m.