Triple
T20672385
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cold Spring Township, Lebanon County, Pennsylvania |
E508060
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | United States Census Bureau geographic entities |
—
|
NE NERFINISHED |
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: United States Census Bureau geographic entities | Statement: [Cold Spring Township, Lebanon County, Pennsylvania, partOf, United States Census Bureau geographic entities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau geographic entities Context triple: [Cold Spring Township, Lebanon County, Pennsylvania, partOf, United States Census Bureau geographic entities]
-
A.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
-
B.
MARC Geographic Areas
MARC Geographic Areas is a standardized code list used in library cataloging to represent geographic locations in MARC records.
-
C.
United States Census Bureau designated areas
chosen
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
D.
GEOBASE
GEOBASE is a bibliographic database specializing in worldwide research literature on geology, geography, earth sciences, ecology, and related environmental disciplines.
-
E.
SatCen
SatCen is the European Union’s satellite imagery and geospatial intelligence agency, supporting EU decision-making and security operations through analysis of space-based data.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5cb1fc88190805f623e93a70368 |
completed | April 20, 2026, 11:24 p.m. |
Created at: April 16, 2026, 11:44 a.m.