Triple
T3865670
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warren County, Iowa |
E91845
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Spring Hill, Iowa
Spring Hill, Iowa is a small rural city located in Warren County in the south-central part of the state.
|
E405412
|
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: Spring Hill, Iowa | Statement: [Warren County, Iowa, hasCommunity, Spring Hill, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Hill, Iowa Context triple: [Warren County, Iowa, hasCommunity, Spring Hill, Iowa]
-
A.
Rose Hill, Iowa
Rose Hill, Iowa is a small rural town located in Mahaska County in the southeastern part of the state.
-
B.
Springville, Iowa
Springville, Iowa is a small incorporated city located in eastern Iowa within the Cedar Rapids metropolitan area.
-
C.
Hills, Iowa
Hills, Iowa is a small rural city in Johnson County known for its close-knit community and proximity to Iowa City.
-
D.
Wheatland, Iowa
Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
-
E.
Sibley, Iowa
Sibley, Iowa is a small city in northwestern Iowa that serves as the administrative and commercial hub of Osceola County.
- 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: Spring Hill, Iowa Triple: [Warren County, Iowa, hasCommunity, Spring Hill, Iowa]
Generated description
Spring Hill, Iowa is a small rural city located in Warren County in the south-central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Hill, Iowa Target entity description: Spring Hill, Iowa is a small rural city located in Warren County in the south-central part of the state.
-
A.
Rose Hill, Iowa
Rose Hill, Iowa is a small rural town located in Mahaska County in the southeastern part of the state.
-
B.
Springville, Iowa
Springville, Iowa is a small incorporated city located in eastern Iowa within the Cedar Rapids metropolitan area.
-
C.
Hills, Iowa
Hills, Iowa is a small rural city in Johnson County known for its close-knit community and proximity to Iowa City.
-
D.
Wheatland, Iowa
Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
-
E.
Sibley, Iowa
Sibley, Iowa is a small city in northwestern Iowa that serves as the administrative and commercial hub of Osceola County.
- 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_69aed9645f348190a9868e7cef56ab7e |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec3a253c81909df7dc0422ff7989 |
completed | March 9, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c3151e8819082d72756875a9b1d |
completed | March 14, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69b54ce136c08190bfb049783e171cd0 |
completed | March 14, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54d52732c8190b746ab0862976432 |
completed | March 14, 2026, 11:58 a.m. |
Created at: March 9, 2026, 3:19 p.m.