Triple
T1431420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mills County, Iowa |
E30453
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Hastings, Iowa
Hastings, Iowa is a small rural city located in southwestern Iowa within Mills County.
|
E184781
|
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: Hastings, Iowa | Statement: [Mills County, Iowa, containsCity, Hastings, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hastings, Iowa Context triple: [Mills County, Iowa, containsCity, Hastings, Iowa]
-
A.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
B.
Hartley, Iowa
Hartley, Iowa is a small rural city in northwestern Iowa known for its agricultural community and local small-town character.
-
C.
Harvey, Iowa
Harvey, Iowa is a small rural city located in Marion County in the south-central part of the state.
-
D.
Harlan, Iowa
Harlan, Iowa is a small city in western Iowa that serves as the county seat of Shelby County and a local hub for the surrounding rural communities.
-
E.
Hastings, Nebraska
Hastings, Nebraska is a small city in south-central Nebraska known as the birthplace of Kool-Aid and for its historic downtown and railroad heritage.
- 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: Hastings, Iowa Triple: [Mills County, Iowa, containsCity, Hastings, Iowa]
Generated description
Hastings, Iowa is a small rural city located in southwestern Iowa within Mills County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hastings, Iowa Target entity description: Hastings, Iowa is a small rural city located in southwestern Iowa within Mills County.
-
A.
Hancock, Iowa
Hancock, Iowa is a small rural city located in western Iowa within Pottawattamie County.
-
B.
Hartley, Iowa
Hartley, Iowa is a small rural city in northwestern Iowa known for its agricultural community and local small-town character.
-
C.
Harvey, Iowa
Harvey, Iowa is a small rural city located in Marion County in the south-central part of the state.
-
D.
Harlan, Iowa
Harlan, Iowa is a small city in western Iowa that serves as the county seat of Shelby County and a local hub for the surrounding rural communities.
-
E.
Hastings, Nebraska
Hastings, Nebraska is a small city in south-central Nebraska known as the birthplace of Kool-Aid and for its historic downtown and railroad heritage.
- 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4dc3e2081909ff951fe73db277b |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58b0be2c8190993a5b4592acf7d2 |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad5a3e7d008190870770ea16909a6a |
completed | March 8, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5ad5f50c81908541eb94bb1236b6 |
completed | March 8, 2026, 11:17 a.m. |
Created at: March 1, 2026, 8 p.m.