Triple
T9531127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North English River watershed |
E229896
|
entity |
| Predicate | affectsCommunity |
P65945
|
FINISHED |
| Object | North Liberty, Iowa |
E44682
|
NE FINISHED |
How this triple was built (3 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: North Liberty, Iowa | Statement: [North English River watershed, affectsCommunity, North Liberty, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Liberty, Iowa Context triple: [North English River watershed, affectsCommunity, North Liberty, Iowa]
-
A.
North Liberty, Iowa
chosen
North Liberty, Iowa is a rapidly growing suburban city in eastern Iowa, located near Iowa City within the Iowa City metropolitan area.
-
B.
West Liberty, Iowa
West Liberty, Iowa is a small city in eastern Iowa known for its diverse community and strong agricultural and industrial base.
-
C.
Central City, Iowa
Central City, Iowa is a small town in eastern Iowa situated along the Wapsipinicon River, known for its rural community character and annual local festivals.
-
D.
Lawton, Iowa
Lawton, Iowa is a small city in northwestern Iowa that functions largely as a residential community near the larger urban center of Sioux City.
-
E.
Lytton, Iowa
Lytton, Iowa is a small rural city in Sac and Calhoun counties known for its agricultural surroundings and location in northwestern Iowa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: affectsCommunity Context triple: [North English River watershed, affectsCommunity, North Liberty, Iowa]
-
A.
influencesCommunity
chosen
Indicates that one entity has an effect on the behavior, attitudes, or conditions of a community.
-
B.
affectsMunicipality
Indicates that one entity has an impact on, influences, or brings about changes in a specific municipality.
-
C.
includesCommunity
Indicates that one entity encompasses, contains, or has within it a particular community as part of its scope or composition.
-
D.
associatedCommunity
Indicates a relationship where an entity is linked or connected to a particular community with which it is involved or identified.
-
E.
socialImpact
Indicates the extent to which an action, entity, or relationship affects society or communities, whether positively or negatively.
- F. None of above.
Provenance (4 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b408648190a04127c1d47fe7d2 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c38a3848190ab3561f70497c9eb |
completed | April 4, 2026, 5:36 p.m. |
| PD | Predicate disambiguation | batch_69cca56c44f88190a54a5d2a133bb07e |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 8 p.m.