Triple
T16592702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grundy County, Iowa |
E403129
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Stout, Iowa
Stout, Iowa is a small rural city located in Grundy County in the state of Iowa, United States.
|
E1222548
|
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: Stout, Iowa | Statement: [Grundy County, Iowa, containsSettlement, Stout, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stout, Iowa Context triple: [Grundy County, Iowa, containsSettlement, Stout, Iowa]
-
A.
Stanton, Iowa
Stanton, Iowa is a small rural city in southwestern Iowa known for its Swedish heritage and distinctive coffee-pot-shaped water towers.
-
B.
Stuart, Iowa
Stuart, Iowa is a small city in central Iowa known for its historic downtown and location along Interstate 80 west of Des Moines.
-
C.
Lowden, Iowa
Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
-
D.
Humboldt, Iowa
Humboldt, Iowa is a small city in north-central Iowa that serves as the county seat of Humboldt County and a local hub for agriculture and outdoor recreation.
-
E.
Sutherland, Iowa
Sutherland, Iowa is a small rural city in O'Brien County in northwestern Iowa.
- 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: Stout, Iowa Triple: [Grundy County, Iowa, containsSettlement, Stout, Iowa]
Generated description
Stout, Iowa is a small rural city located in Grundy County in the state of Iowa, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stout, Iowa Target entity description: Stout, Iowa is a small rural city located in Grundy County in the state of Iowa, United States.
-
A.
Stanton, Iowa
Stanton, Iowa is a small rural city in southwestern Iowa known for its Swedish heritage and distinctive coffee-pot-shaped water towers.
-
B.
Stuart, Iowa
Stuart, Iowa is a small city in central Iowa known for its historic downtown and location along Interstate 80 west of Des Moines.
-
C.
Lowden, Iowa
Lowden, Iowa is a small rural city in eastern Iowa known for its agricultural surroundings and tight-knit community.
-
D.
Humboldt, Iowa
Humboldt, Iowa is a small city in north-central Iowa that serves as the county seat of Humboldt County and a local hub for agriculture and outdoor recreation.
-
E.
Sutherland, Iowa
Sutherland, Iowa is a small rural city in O'Brien County in northwestern Iowa.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35d6fcaa48190b1ba7dc3b792041a |
completed | April 18, 2026, 10:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759dea5c819083fe9fb7dee37a35 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a0076468d588190972639d0a22f0e3e |
completed | May 10, 2026, 12:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007728680c819082a3bd7e84edb2b0 |
completed | May 10, 2026, 12:16 p.m. |
Created at: April 10, 2026, 5:16 a.m.