Triple

T19770132
Position Surface form Disambiguated ID Type / Status
Subject Minnesota State Highway 77 E474861 entity
Predicate region P40 FINISHED
Object Twin Cities south metro
The Twin Cities south metro is the suburban region located south of Minneapolis and St. Paul, Minnesota, encompassing communities such as Bloomington, Eagan, and Apple Valley.
E1393802 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: Twin Cities south metro | Statement: [Minnesota State Highway 77, region, Twin Cities south metro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twin Cities south metro
Context triple: [Minnesota State Highway 77, region, Twin Cities south metro]
  • A. Twin Cities area
    The Twin Cities area is a regional community centered around Rock Falls and its neighboring city, often treated as a single economic and social hub.
  • B. South Minneapolis
    South Minneapolis is a large, diverse urban area of Minneapolis known for its residential neighborhoods, cultural communities, and vibrant commercial corridors.
  • C. Twin Cities
    Twin Cities is the common name for the closely linked Pakistani cities of Islamabad and Rawalpindi, which together form a major metropolitan hub.
  • D. METRO (Twin Cities)
    METRO (Twin Cities) is the Twin Cities’ regional rapid transit network of light rail and bus rapid transit lines serving Minneapolis, St. Paul, and surrounding suburbs.
  • E. 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.
  • 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: Twin Cities south metro
Triple: [Minnesota State Highway 77, region, Twin Cities south metro]
Generated description
The Twin Cities south metro is the suburban region located south of Minneapolis and St. Paul, Minnesota, encompassing communities such as Bloomington, Eagan, and Apple Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twin Cities south metro
Target entity description: The Twin Cities south metro is the suburban region located south of Minneapolis and St. Paul, Minnesota, encompassing communities such as Bloomington, Eagan, and Apple Valley.
  • A. Twin Cities area
    The Twin Cities area is a regional community centered around Rock Falls and its neighboring city, often treated as a single economic and social hub.
  • B. South Minneapolis
    South Minneapolis is a large, diverse urban area of Minneapolis known for its residential neighborhoods, cultural communities, and vibrant commercial corridors.
  • C. Twin Cities
    Twin Cities is the common name for the closely linked Pakistani cities of Islamabad and Rawalpindi, which together form a major metropolitan hub.
  • D. METRO (Twin Cities)
    METRO (Twin Cities) is the Twin Cities’ regional rapid transit network of light rail and bus rapid transit lines serving Minneapolis, St. Paul, and surrounding suburbs.
  • E. 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.
  • 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_69d8e51a43a08190956bc6df13c91a77 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6535ab298819085263dc37cc898cb completed April 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd74937081908b81d144aa89c5f3 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be450e608190a008095b0502b2d3 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bed9c62c819088d8e32f92b3b147 completed May 16, 2026, 12:48 a.m.
Created at: April 10, 2026, 1:48 p.m.