Triple
T21784174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Pacific subtropical front |
E537791
|
entity |
| Predicate | studiedUsing |
P2367
|
FINISHED |
| Object | Argo profiling floats |
—
|
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: Argo profiling floats | Statement: [North Pacific subtropical front, studiedUsing, Argo profiling floats]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Argo profiling floats Context triple: [North Pacific subtropical front, studiedUsing, Argo profiling floats]
-
A.
Argo floats
chosen
Argo floats are autonomous, drifting oceanographic instruments that profile temperature, salinity, and currents throughout the global oceans to support climate and circulation research.
-
B.
international Argo program
The international Argo program is a global ocean observing initiative that deploys a worldwide array of autonomous profiling floats to continuously measure temperature, salinity, and currents throughout the upper ocean for climate and oceanographic research.
-
C.
Biogeochemical Argo
Biogeochemical Argo is a global network of autonomous profiling floats that measure key chemical and biological properties of the ocean to study its biogeochemical cycles and their role in the Earth’s climate system.
-
D.
Argus programming language
The Argus programming language is a distributed, object-based language developed at MIT in the 1980s to support robust, fault-tolerant distributed systems through integrated mechanisms for atomic transactions and guardians.
-
E.
Deep Argo
Deep Argo is an extension of the global Argo ocean-observing array that uses specialized profiling floats to measure temperature and salinity throughout the deep ocean.
- 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_69e0c47198f881908cb0d237266c10e9 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f046303d54819096b3fab4ab5678e6 |
completed | April 28, 2026, 5:31 a.m. |
Created at: April 16, 2026, 6:52 p.m.