Triple
T1136921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Animal and Plant Health Inspection Service |
E23161
|
entity |
| Predicate | replaces |
P101
|
FINISHED |
| Object | Plant Protection Division of the Agricultural Research Service |
E120155
|
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: Plant Protection Division of the Agricultural Research Service | Statement: [Animal and Plant Health Inspection Service, replaces, Plant Protection Division of the Agricultural Research Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plant Protection Division of the Agricultural Research Service Context triple: [Animal and Plant Health Inspection Service, replaces, Plant Protection Division of the Agricultural Research Service]
-
A.
Agricultural Research Service
The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
-
B.
Bureau of Plant Industry, Soils, and Agricultural Engineering
The Bureau of Plant Industry, Soils, and Agricultural Engineering was a former U.S. Department of Agriculture agency responsible for research and development in crop production, soil management, and agricultural engineering before its functions were reorganized into later research services.
-
C.
Agricultural Research Administration
chosen
The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.
-
D.
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
-
E.
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.
- 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_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc2450c481909b9264e170070326 |
completed | March 1, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59ae5f20819093f8acc3ba7a6638 |
completed | March 7, 2026, 5 p.m. |
Created at: March 1, 2026, 7:44 p.m.