Triple
T24954394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Union Township, Berks County, Pennsylvania |
E624428
|
entity |
| Predicate | GNISfeatureClass |
P9677
|
FINISHED |
| Object | civil township |
—
|
LITERAL FINISHED |
How this triple was built (2 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: civil township | Statement: [Union Township, Berks County, Pennsylvania, GNISfeatureClass, civil township]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: GNISfeatureClass Context triple: [Union Township, Berks County, Pennsylvania, GNISfeatureClass, civil township]
-
A.
GNISFeatureClass
chosen
Indicates the categorical type or class assigned to a geographic feature in the Geographic Names Information System (GNIS).
-
B.
USGSFeatureClass
Indicates a classification relationship where a geographic feature is assigned a specific feature class category as defined by the U.S. Geological Survey.
-
C.
GNISFeatureID
Indicates that an entity is associated with a specific identifier assigned by the U.S. Geological Survey’s Geographic Names Information System (GNIS) to uniquely reference a geographic feature.
-
D.
riverFeatureType
Indicates the specific kind or category of physical or functional feature associated with a river (e.g., source, mouth, tributary, channel segment).
-
E.
physiographicClassificationBy
Indicates a relationship where an entity is assigned a physiographic category or type according to a specified classifier, method, or authority.
- F. None of above.
Provenance (3 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_69e2ff23a3a88190b1b9743fe5e15f94 |
completed | April 18, 2026, 3:48 a.m. |
| NER | Named-entity recognition | batch_69f4240239e88190aa04201eb7d8a80b |
completed | May 1, 2026, 3:54 a.m. |
| PD | Predicate disambiguation | batch_69f4210130d08190ae30b7943f7a0bbc |
completed | May 1, 2026, 3:41 a.m. |
Created at: April 18, 2026, 5:57 a.m.