Triple
T2520107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Environment and Natural Resources |
E55501
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | Ecosystems Research and Development Bureau |
E202379
|
NE 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: Ecosystems Research and Development Bureau | Statement: [Department of Environment and Natural Resources, hasDivision, Ecosystems Research and Development Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ecosystems Research and Development Bureau Context triple: [Department of Environment and Natural Resources, hasDivision, Ecosystems Research and Development Bureau]
-
A.
Ecosystems Research and Development Bureau
chosen
The Ecosystems Research and Development Bureau is a Philippine government agency focused on conducting research and developing technologies for the sustainable management and conservation of the country’s ecosystems and natural resources.
-
B.
Biological Resources Division
The Biological Resources Division is a branch of the U.S. Geological Survey focused on researching and monitoring the nation’s biological resources, ecosystems, and biodiversity to inform conservation and management decisions.
-
C.
Office of Ecosystem Projects
The Office of Ecosystem Projects is a division within Florida’s environmental agency that oversees and coordinates large-scale ecosystem restoration and protection initiatives across the state.
-
D.
Bureau of Biological Survey
The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
-
E.
Bureau of Environmental Sciences and Engineering
The Bureau of Environmental Sciences and Engineering is a division of New York City’s health department that focuses on assessing and controlling environmental factors that affect public health, such as air, water, and housing conditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd2343e3081908819dc58d8ff40ce |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2ba2adc081908a0c7ff24db89de6 |
completed | March 9, 2026, 8:20 p.m. |
Created at: March 6, 2026, 9:46 p.m.