Triple
T2325318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Markov process |
E48274
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object | queueing theory |
E182011
|
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: queueing theory | Statement: [Markov process, usedIn, queueing theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: queueing theory Context triple: [Markov process, usedIn, queueing theory]
-
A.
Qos
Qos is the chief national god of the ancient Edomites, often linked to storm and warrior attributes in the religious traditions of the Levant.
-
B.
Advanced Queuing
Advanced Queuing is Oracle Database’s built-in message queuing and workflow infrastructure for reliable, transactional, and asynchronous communication between applications.
-
C.
ACM SIGMETRICS
ACM SIGMETRICS is the Association for Computing Machinery’s Special Interest Group focused on computer system performance evaluation, measurement, and modeling.
-
D.
Operations Research
Operations Research is a leading peer-reviewed academic journal that publishes advanced research on the theory and application of analytical methods to decision-making and optimization in complex systems.
-
E.
Communication Nets: Stochastic Message Flow and Delay
chosen
"Communication Nets: Stochastic Message Flow and Delay" is a foundational book in queueing theory and computer networking that rigorously analyzes message traffic and delays in communication networks.
- 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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc649af4481908fdc0bc7f4777b71 |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae896de2c48190ada0814d3a4f8497 |
completed | March 9, 2026, 8:48 a.m. |
Created at: March 4, 2026, 7:50 p.m.