Triple
T4015387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lucas County, Iowa |
E90743
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Derby, Iowa
Derby, Iowa is a small rural city located in Lucas County in the south-central region of the state.
|
E405758
|
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: Derby, Iowa | Statement: [Lucas County, Iowa, hasCity, Derby, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Derby, Iowa Context triple: [Lucas County, Iowa, hasCity, Derby, Iowa]
-
A.
Denver, Iowa
Denver, Iowa is a small city in Bremer County known for its close-knit community, quality schools, and location within northeastern Iowa’s Cedar Valley region.
-
B.
DeWitt, Iowa
DeWitt, Iowa is a small city in eastern Iowa known as a local commercial and residential hub within Clinton County.
-
C.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
-
D.
Delmar, Iowa
Delmar, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
-
E.
Durant, Iowa
Durant, Iowa is a small Midwestern city located in eastern Iowa that spans multiple counties and serves as a local agricultural and residential community.
- 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: Derby, Iowa Triple: [Lucas County, Iowa, hasCity, Derby, Iowa]
Generated description
Derby, Iowa is a small rural city located in Lucas County in the south-central region of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Derby, Iowa Target entity description: Derby, Iowa is a small rural city located in Lucas County in the south-central region of the state.
-
A.
Denver, Iowa
Denver, Iowa is a small city in Bremer County known for its close-knit community, quality schools, and location within northeastern Iowa’s Cedar Valley region.
-
B.
DeWitt, Iowa
DeWitt, Iowa is a small city in eastern Iowa known as a local commercial and residential hub within Clinton County.
-
C.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
-
D.
Delmar, Iowa
Delmar, Iowa is a small rural city in eastern Iowa known for its close-knit community and agricultural surroundings.
-
E.
Durant, Iowa
Durant, Iowa is a small Midwestern city located in eastern Iowa that spans multiple counties and serves as a local agricultural and residential community.
- 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_69aed95e44088190aff7d90a151b1b20 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaa5afdc8190b709af2473d75d02 |
completed | March 9, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c768e5481908b184332e3c73588 |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d06c7c881908b30ba813c009d25 |
completed | March 14, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54d739e588190b23c06b10b4f540e |
completed | March 14, 2026, 11:58 a.m. |
Created at: March 9, 2026, 3:35 p.m.