Triple
T16227253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linganore Creek |
E393882
|
entity |
| Predicate | monitoredBy |
P752
|
FINISHED |
| Object |
Maryland environmental agencies
Maryland environmental agencies are state-level governmental bodies responsible for protecting natural resources, enforcing environmental regulations, and monitoring ecosystems such as rivers and streams.
|
E1200842
|
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: Maryland environmental agencies | Statement: [Linganore Creek, monitoredBy, Maryland environmental agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland environmental agencies Context triple: [Linganore Creek, monitoredBy, Maryland environmental agencies]
-
A.
Maryland Department of the Environment
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
-
B.
Maryland Department of Natural Resources
The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.
-
C.
Alabama Environmental Management Commission
The Alabama Environmental Management Commission is a state oversight body that sets environmental policy and regulations and supervises the operations of the Alabama Department of Environmental Management.
-
D.
Chesapeake Bay Commission
The Chesapeake Bay Commission is a tri-state legislative body that advises and coordinates policy among Maryland, Virginia, and Pennsylvania to restore and protect the Chesapeake Bay and its watershed.
-
E.
Chesapeake Bay Program
The Chesapeake Bay Program is a regional partnership of federal and state agencies, local governments, nonprofits, and academic institutions dedicated to restoring and protecting the Chesapeake Bay and its watershed.
- 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: Maryland environmental agencies Triple: [Linganore Creek, monitoredBy, Maryland environmental agencies]
Generated description
Maryland environmental agencies are state-level governmental bodies responsible for protecting natural resources, enforcing environmental regulations, and monitoring ecosystems such as rivers and streams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryland environmental agencies Target entity description: Maryland environmental agencies are state-level governmental bodies responsible for protecting natural resources, enforcing environmental regulations, and monitoring ecosystems such as rivers and streams.
-
A.
Maryland Department of the Environment
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
-
B.
Maryland Department of Natural Resources
The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.
-
C.
Alabama Environmental Management Commission
The Alabama Environmental Management Commission is a state oversight body that sets environmental policy and regulations and supervises the operations of the Alabama Department of Environmental Management.
-
D.
Chesapeake Bay Commission
The Chesapeake Bay Commission is a tri-state legislative body that advises and coordinates policy among Maryland, Virginia, and Pennsylvania to restore and protect the Chesapeake Bay and its watershed.
-
E.
Chesapeake Bay Program
The Chesapeake Bay Program is a regional partnership of federal and state agencies, local governments, nonprofits, and academic institutions dedicated to restoring and protecting the Chesapeake Bay and its watershed.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d26b02c819080b70ab7cc3bcc24 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00079c4184819091d3355a5afaeced |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a0009f631e08190aae358edc9ffad6b |
completed | May 10, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a000a6de0488190ac72fb9eee9ec531 |
completed | May 10, 2026, 4:32 a.m. |
Created at: April 10, 2026, 5:03 a.m.