Triple
T10997083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Pugh |
E259901
|
entity |
| Predicate | hasGivenTalk |
P10206
|
FINISHED |
| Object | concurrency and the Java Memory Model |
E356916
|
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: concurrency and the Java Memory Model | Statement: [William Pugh, hasGivenTalk, concurrency and the Java Memory Model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: concurrency and the Java Memory Model Context triple: [William Pugh, hasGivenTalk, concurrency and the Java Memory Model]
-
A.
Jakarta Concurrency
Jakarta Concurrency is a Jakarta EE specification that defines standardized APIs and mechanisms for managing asynchronous and parallel execution in enterprise Java applications.
-
B.
JMM
JMM is the largest annual mathematics conference in the world, jointly organized by major mathematical societies in the United States.
-
C.
JVM memory model
chosen
The JVM memory model is the formal specification that governs how Java threads interact through shared memory, defining rules for visibility, ordering, and atomicity of operations to ensure correct concurrent behavior.
-
D.
Verification of Concurrent Programs
"Verification of Concurrent Programs" is a foundational computer science text that presents formal methods and techniques for proving the correctness of programs that execute concurrently.
-
E.
Communication and Concurrency
Communication and Concurrency is a foundational book in theoretical computer science that introduces process calculi, particularly the Calculus of Communicating Systems (CCS), to model and reason about concurrent systems.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d796d20b448190958331705de3a9be |
completed | April 9, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3452420c08190b9c91a9c8a807670 |
completed | April 18, 2026, 8:47 a.m. |
Created at: April 8, 2026, 9:24 p.m.