Triple
T3387207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | METRO Blue Line |
E71330
|
entity |
| Predicate | system |
P730
|
FINISHED |
| Object |
METRO (Minneapolis–Saint Paul)
METRO (Minneapolis–Saint Paul) is the Twin Cities’ regional rapid transit network, encompassing light rail and bus rapid transit lines that connect key destinations across Minneapolis, Saint Paul, and surrounding suburbs.
|
E4402
|
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: METRO (Minneapolis–Saint Paul) | Statement: [METRO Blue Line, system, METRO (Minneapolis–Saint Paul)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: METRO (Minneapolis–Saint Paul) Context triple: [METRO Blue Line, system, METRO (Minneapolis–Saint Paul)]
-
A.
Minneapolis–Saint Paul
Minneapolis–Saint Paul is a major metropolitan area in Minnesota known for its twin cities, cultural institutions, and economic significance in the Upper Midwest.
-
B.
Minneapolis
Minneapolis is a major city in Minnesota known for its large and historically significant Norwegian American community, vibrant arts scene, and numerous lakes.
-
C.
Saint Paul
Saint Paul is a foundational figure of early Christianity, renowned as an apostle, missionary, and New Testament author whose teachings profoundly shaped Christian theology.
-
D.
Fargo–Moorhead metropolitan area
The Fargo–Moorhead metropolitan area is a bi-state urban region centered on the neighboring cities of Fargo, North Dakota, and Moorhead, Minnesota, serving as a major economic, educational, and cultural hub for the Red River Valley.
-
E.
Mankato, Minnesota
Mankato, Minnesota is a city in south-central Minnesota known historically as the site of the largest mass execution in U.S. history following the Dakota War of 1862.
- 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: METRO (Minneapolis–Saint Paul) Triple: [METRO Blue Line, system, METRO (Minneapolis–Saint Paul)]
Generated description
METRO (Minneapolis–Saint Paul) is the Twin Cities’ regional rapid transit network, encompassing light rail and bus rapid transit lines that connect key destinations across Minneapolis, Saint Paul, and surrounding suburbs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: METRO (Minneapolis–Saint Paul) Target entity description: METRO (Minneapolis–Saint Paul) is the Twin Cities’ regional rapid transit network, encompassing light rail and bus rapid transit lines that connect key destinations across Minneapolis, Saint Paul, and surrounding suburbs.
-
A.
Minneapolis–Saint Paul
chosen
Minneapolis–Saint Paul is a major metropolitan area in Minnesota known for its twin cities, cultural institutions, and economic significance in the Upper Midwest.
-
B.
Minneapolis
Minneapolis is a major city in Minnesota known for its large and historically significant Norwegian American community, vibrant arts scene, and numerous lakes.
-
C.
Saint Paul
Saint Paul is a foundational figure of early Christianity, renowned as an apostle, missionary, and New Testament author whose teachings profoundly shaped Christian theology.
-
D.
Fargo–Moorhead metropolitan area
The Fargo–Moorhead metropolitan area is a bi-state urban region centered on the neighboring cities of Fargo, North Dakota, and Moorhead, Minnesota, serving as a major economic, educational, and cultural hub for the Red River Valley.
-
E.
Mankato, Minnesota
Mankato, Minnesota is a city in south-central Minnesota known historically as the site of the largest mass execution in U.S. history following the Dakota War of 1862.
- F. None of above.
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_69ad85a8fd9c819095ecedf838d2bf1b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb66448fc8190a8582145f02bb1d9 |
completed | March 8, 2026, 5:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367f0913c8190b0c45174011bec3b |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368d21f7c819092660301b7d840db |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3694e92b8819082d54a56d901e9f8 |
completed | March 13, 2026, 1:33 a.m. |
Created at: March 8, 2026, 3:14 p.m.