Triple
T15808185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Code |
E383274
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Iowa executive agencies
Iowa executive agencies are the state-level administrative bodies responsible for implementing and enforcing Iowa’s laws and public policies across various governmental functions.
|
E61618
|
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: Iowa executive agencies | Statement: [Iowa Code, usedBy, Iowa executive agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa executive agencies Context triple: [Iowa Code, usedBy, Iowa executive agencies]
-
A.
Iowa Department of Management
The Iowa Department of Management is a state agency responsible for statewide budgeting, planning, and policy coordination to support efficient and effective government operations in Iowa.
-
B.
Iowa Department of Administrative Services
The Iowa Department of Administrative Services is a state government agency responsible for providing centralized administrative, facility, and support services for Iowa’s executive branch.
-
C.
Government of Iowa
The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
-
D.
Iowa Legislative Services Agency
The Iowa Legislative Services Agency is a nonpartisan state agency that provides legislative support services, including drafting, research, and redistricting for the Iowa General Assembly.
-
E.
Executive Council of Iowa
The Executive Council of Iowa is a high-level state governing body composed of key elected officials that oversees various financial, administrative, and emergency management functions for the state.
- 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: Iowa executive agencies Triple: [Iowa Code, usedBy, Iowa executive agencies]
Generated description
Iowa executive agencies are the state-level administrative bodies responsible for implementing and enforcing Iowa’s laws and public policies across various governmental functions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa executive agencies Target entity description: Iowa executive agencies are the state-level administrative bodies responsible for implementing and enforcing Iowa’s laws and public policies across various governmental functions.
-
A.
Iowa Department of Management
The Iowa Department of Management is a state agency responsible for statewide budgeting, planning, and policy coordination to support efficient and effective government operations in Iowa.
-
B.
Iowa Department of Administrative Services
The Iowa Department of Administrative Services is a state government agency responsible for providing centralized administrative, facility, and support services for Iowa’s executive branch.
-
C.
Government of Iowa
chosen
The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
-
D.
Iowa Legislative Services Agency
The Iowa Legislative Services Agency is a nonpartisan state agency that provides legislative support services, including drafting, research, and redistricting for the Iowa General Assembly.
-
E.
Executive Council of Iowa
The Executive Council of Iowa is a high-level state governing body composed of key elected officials that oversees various financial, administrative, and emergency management functions for the state.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b52896bc819086ef95cc63e90daa |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff998fa5588190b28efc2f342405aa |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9a32d6bc81909d8023de562a2517 |
completed | May 9, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9adb25448190b805046ae6c3ee17 |
completed | May 9, 2026, 8:36 p.m. |
Created at: April 10, 2026, 4:48 a.m.