Triple
T14252565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John A. T. Hull |
E353305
|
entity |
| Predicate | representedDistrictInTheUSHouseOfRepresentatives |
P15002
|
FINISHED |
| Object |
Iowa's 7th congressional district
Iowa's 7th congressional district was a former U.S. House district in Iowa that existed during the late 19th and early 20th centuries before being eliminated through redistricting.
|
E1089592
|
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: Iowa's 7th congressional district | Statement: [John A. T. Hull, representedDistrictInTheUSHouseOfRepresentatives, Iowa's 7th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa's 7th congressional district Context triple: [John A. T. Hull, representedDistrictInTheUSHouseOfRepresentatives, Iowa's 7th congressional district]
-
A.
Iowa's 1st congressional district
Iowa's 1st congressional district is a U.S. House of Representatives district in eastern Iowa that includes cities such as Cedar Rapids and Iowa City and is known for its mix of urban, suburban, and rural communities.
-
B.
Iowa's 2nd congressional district
Iowa's 2nd congressional district is a U.S. House of Representatives district in Iowa that encompasses a portion of the state's southeastern and central regions, including both urban and rural communities.
-
C.
Iowa's 5th congressional district
Iowa's 5th congressional district was a former U.S. House of Representatives district in western Iowa that existed from the mid-19th century until it was eliminated in the 20th century due to redistricting.
-
D.
Iowa's 4th congressional district
Iowa's 4th congressional district is a largely rural, conservative U.S. House district in northwestern Iowa that has historically been a Republican stronghold.
-
E.
Iowa's 3rd congressional district
Iowa's 3rd congressional district is a U.S. House district in southwestern Iowa that includes the Des Moines metropolitan area and surrounding counties.
- 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's 7th congressional district Triple: [John A. T. Hull, representedDistrictInTheUSHouseOfRepresentatives, Iowa's 7th congressional district]
Generated description
Iowa's 7th congressional district was a former U.S. House district in Iowa that existed during the late 19th and early 20th centuries before being eliminated through redistricting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa's 7th congressional district Target entity description: Iowa's 7th congressional district was a former U.S. House district in Iowa that existed during the late 19th and early 20th centuries before being eliminated through redistricting.
-
A.
Iowa's 1st congressional district
Iowa's 1st congressional district is a U.S. House of Representatives district in eastern Iowa that includes cities such as Cedar Rapids and Iowa City and is known for its mix of urban, suburban, and rural communities.
-
B.
Iowa's 2nd congressional district
Iowa's 2nd congressional district is a U.S. House of Representatives district in Iowa that encompasses a portion of the state's southeastern and central regions, including both urban and rural communities.
-
C.
Iowa's 5th congressional district
Iowa's 5th congressional district was a former U.S. House of Representatives district in western Iowa that existed from the mid-19th century until it was eliminated in the 20th century due to redistricting.
-
D.
Iowa's 4th congressional district
Iowa's 4th congressional district is a largely rural, conservative U.S. House district in northwestern Iowa that has historically been a Republican stronghold.
-
E.
Iowa's 3rd congressional district
Iowa's 3rd congressional district is a U.S. House district in southwestern Iowa that includes the Des Moines metropolitan area and surrounding counties.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: representedDistrictInTheUSHouseOfRepresentatives Context triple: [John A. T. Hull, representedDistrictInTheUSHouseOfRepresentatives, Iowa's 7th congressional district]
-
A.
congressionalDistrict
Indicates that one entity is a congressional district that politically represents or geographically contains the other entity.
-
B.
representedElectoralDistrict
chosen
Indicates that an elected official served as the representative for a specific electoral district or constituency.
-
C.
representedInFederalRiding
Indicates that an entity (typically a person or group) has political representation within a specific federal electoral district (federal riding).
-
D.
legislatureServed
Indicates that an individual has served as a member of a specific legislative body during some period of time.
-
E.
countyRepresented
Indicates that a person or representative serves as the official representative for a particular county in a governing or organizational context.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6297f38c819090d7c7fd8bfa2e9e |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd325a14b881909522b6fbbcc6326f |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd33cba18481908f2dfe358017f11b |
completed | May 8, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd346ffb9c81909ec28e514ea5451b |
completed | May 8, 2026, 12:55 a.m. |
| PD | Predicate disambiguation | batch_69de05c09b7881908acbca18bd7d997c |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 10, 2026, 1:08 a.m.