Triple
T9531377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa City–Cedar Rapids Corridor |
E229903
|
entity |
| Predicate | hasEconomicDevelopmentOrganization |
P3410
|
FINISHED |
| Object |
ICR Iowa
ICR Iowa is a regional economic development organization that promotes business growth, talent attraction, and collaboration across the Iowa City–Cedar Rapids area.
|
E805036
|
NE FINISHED |
How this triple was built (5 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: ICR Iowa | Statement: [Iowa City–Cedar Rapids Corridor, hasEconomicDevelopmentOrganization, ICR Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ICR Iowa Context triple: [Iowa City–Cedar Rapids Corridor, hasEconomicDevelopmentOrganization, ICR Iowa]
-
A.
Guthrie Center, Iowa
Guthrie Center, Iowa is a small city that serves as the county seat of Guthrie County in southwestern Iowa.
-
B.
Iowa State Fairgrounds
The Iowa State Fairgrounds is a large event complex in Des Moines best known as the longtime home of the annual Iowa State Fair, one of the largest and most famous state fairs in the United States.
-
C.
Iowa Economic Development Authority
The Iowa Economic Development Authority is a state agency responsible for promoting economic growth, business development, and job creation in Iowa.
-
D.
Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
-
E.
Royal, Iowa
Royal, Iowa is a small rural city located in Clay County in northwestern Iowa, United States.
- 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: ICR Iowa Triple: [Iowa City–Cedar Rapids Corridor, hasEconomicDevelopmentOrganization, ICR Iowa]
Generated description
ICR Iowa is a regional economic development organization that promotes business growth, talent attraction, and collaboration across the Iowa City–Cedar Rapids area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ICR Iowa Target entity description: ICR Iowa is a regional economic development organization that promotes business growth, talent attraction, and collaboration across the Iowa City–Cedar Rapids area.
-
A.
Guthrie Center, Iowa
Guthrie Center, Iowa is a small city that serves as the county seat of Guthrie County in southwestern Iowa.
-
B.
Iowa State Fairgrounds
The Iowa State Fairgrounds is a large event complex in Des Moines best known as the longtime home of the annual Iowa State Fair, one of the largest and most famous state fairs in the United States.
-
C.
Iowa Economic Development Authority
The Iowa Economic Development Authority is a state agency responsible for promoting economic growth, business development, and job creation in Iowa.
-
D.
Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
-
E.
Royal, Iowa
Royal, Iowa is a small rural city located in Clay County in northwestern Iowa, United States.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEconomicDevelopmentOrganization Context triple: [Iowa City–Cedar Rapids Corridor, hasEconomicDevelopmentOrganization, ICR Iowa]
-
A.
hasEconomicOrganization
chosen
Indicates that an entity possesses, is associated with, or participates in a specific economic organization or institutional economic structure.
-
B.
hasEconomicDevelopment
Indicates that one entity possesses, experiences, or is characterized by a certain level or type of economic growth, progress, or improvement in its economic conditions.
-
C.
hasDevelopmentOrganization
Indicates that an entity is associated with, managed by, or supported by a specific organization responsible for its development.
-
D.
hasEconomicActor
Indicates that an entity participates in or influences an economic activity, process, or system in the role of an economic actor.
-
E.
isEconomicCenter
Indicates that an entity functions as a primary hub for economic activity, such as trade, finance, or industry, within a region or system.
- F. None of above.
Provenance (6 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b408648190a04127c1d47fe7d2 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c38a3848190ab3561f70497c9eb |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14d23573c8190aeebf2fdac20a332 |
completed | April 4, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14da4514481908a530b5d77ad832a |
completed | April 4, 2026, 5:43 p.m. |
| PD | Predicate disambiguation | batch_69cca56c44f88190a54a5d2a133bb07e |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 8 p.m.