Triple
T7111439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISA |
E165715
|
entity |
| Predicate | standsFor |
P590
|
FINISHED |
| Object | Integrated Science Assessments |
E31168
|
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: Integrated Science Assessments | Statement: [ISA, standsFor, Integrated Science Assessments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Integrated Science Assessments Context triple: [ISA, standsFor, Integrated Science Assessments]
-
A.
Integrated Science Assessments
chosen
Integrated Science Assessments are comprehensive EPA scientific reviews that synthesize the latest research on air pollutants to inform and support National Ambient Air Quality Standards.
-
B.
Environmental Science, Technology & Policy
Environmental Science, Technology & Policy is an interdisciplinary academic program that integrates scientific study of the environment with technological approaches and policy analysis to address complex environmental challenges.
-
C.
Scientific Data Systems
Scientific Data Systems was an early computer company known for producing advanced scientific and real-time computing systems in the 1960s before being acquired by Xerox.
-
D.
Natural and Applied Sciences
Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
-
E.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5ecd4488190bf19e42de55da98b |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cb8d4988190945516cee5d6d53b |
completed | March 28, 2026, 9:17 a.m. |
Created at: March 27, 2026, 2:43 p.m.