Triple

T7412113
Position Surface form Disambiguated ID Type / Status
Subject Rock Falls, Illinois E171029 entity
Predicate partOf P40 FINISHED
Object 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.
E664774 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 area | Statement: [Rock Falls, Illinois, partOf, Twin Cities area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twin Cities area
Context triple: [Rock Falls, Illinois, partOf, Twin Cities area]
  • A. Seven-county Twin Cities region
    The Seven-county Twin Cities region is the core metropolitan area of Minneapolis–Saint Paul in Minnesota, encompassing the primary urban and suburban counties that form the state’s largest population and economic center.
  • B. 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.
  • C. 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.
  • D. Southeastern Minnesota
    Southeastern Minnesota is a region of Minnesota known for its rolling blufflands, agricultural landscapes, and the regional hub city of Rochester.
  • E. Bismarck–Mandan metropolitan area
    The Bismarck–Mandan metropolitan area is a regional urban center in central North Dakota anchored by the neighboring cities of Bismarck and Mandan, serving as a hub for government, healthcare, and commerce.
  • 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 area
Triple: [Rock Falls, Illinois, partOf, Twin Cities area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twin Cities area
Target entity description: 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.
  • A. Seven-county Twin Cities region
    The Seven-county Twin Cities region is the core metropolitan area of Minneapolis–Saint Paul in Minnesota, encompassing the primary urban and suburban counties that form the state’s largest population and economic center.
  • B. 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.
  • C. 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.
  • D. Southeastern Minnesota
    Southeastern Minnesota is a region of Minnesota known for its rolling blufflands, agricultural landscapes, and the regional hub city of Rochester.
  • E. Bismarck–Mandan metropolitan area
    The Bismarck–Mandan metropolitan area is a regional urban center in central North Dakota anchored by the neighboring cities of Bismarck and Mandan, serving as a hub for government, healthcare, and commerce.
  • 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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2a027148190bdb6a7940389e377 completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c82779a1d8819098f136291fa42433 completed March 28, 2026, 7:09 p.m.
NEDg Description generation batch_69c82817899081909436781c9f249c1d completed March 28, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c828a5c2f88190aedd55d40520c672 completed March 28, 2026, 7:14 p.m.
Created at: March 27, 2026, 3:11 p.m.