Triple
T19503799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania state agencies |
E487969
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Pennsylvania Department of Environmental Protection |
—
|
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: Pennsylvania Department of Environmental Protection | Statement: [Pennsylvania state agencies, includes, Pennsylvania Department of Environmental Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Department of Environmental Protection Context triple: [Pennsylvania state agencies, includes, Pennsylvania Department of Environmental Protection]
-
A.
Pennsylvania Department of Environmental Protection
chosen
The Pennsylvania Department of Environmental Protection is the state agency responsible for enforcing environmental laws and regulations, overseeing air and water quality, and protecting natural resources in Pennsylvania.
-
B.
Pennsylvania Department of Conservation and Natural Resources
The Pennsylvania Department of Conservation and Natural Resources is the state agency responsible for managing Pennsylvania’s state parks, forests, and natural resources, promoting conservation, recreation, and environmental stewardship.
-
C.
Pennsylvania Department of General Services
The Pennsylvania Department of General Services is a state agency responsible for managing and overseeing Pennsylvania’s public buildings, facilities, and various support services for other state agencies.
-
D.
Delaware Department of Natural Resources and Environmental Control
The Delaware Department of Natural Resources and Environmental Control is the state agency responsible for protecting Delaware’s natural resources and environment through regulation, conservation, and environmental management programs.
-
E.
New Jersey Department of Environmental Protection
The New Jersey Department of Environmental Protection is the state agency responsible for protecting New Jersey’s air, land, water, and natural resources through regulation, conservation, and environmental management programs.
- 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e635105db8819084915dc2d047188d |
completed | April 20, 2026, 2:15 p.m. |
Created at: April 10, 2026, 1:40 p.m.