Triple
T18325606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Two-Second Advantage: How We Succeed by Anticipating the Future—Just Enough |
E438996
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | TIBCO Software |
—
|
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: TIBCO Software | Statement: [The Two-Second Advantage: How We Succeed by Anticipating the Future—Just Enough, associatedWith, TIBCO Software]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TIBCO Software Context triple: [The Two-Second Advantage: How We Succeed by Anticipating the Future—Just Enough, associatedWith, TIBCO Software]
-
A.
TIBCO Software
chosen
TIBCO Software is an enterprise software company known for its real-time data integration, analytics, and event-processing solutions for businesses.
-
B.
Jasper Technologies
Jasper Technologies is a cloud-based Internet of Things (IoT) platform provider known for enabling companies to manage and monetize connected devices and services.
-
C.
MuleSoft
MuleSoft is an integration and API management platform that helps organizations connect applications, data, and devices across cloud and on-premises environments.
-
D.
Atria Software
Atria Software was a software company best known for creating the ClearCase configuration management and version control system later acquired by Rational Software.
-
E.
Pivotal Software
Pivotal Software is a cloud-native platform and services company known for its Pivotal Cloud Foundry product and agile software development tools, originally formed as a spin-off from EMC and VMware.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50aaa66ac819082ec718e8329e0cc |
completed | April 19, 2026, 5:02 p.m. |
Created at: April 10, 2026, 10:36 a.m.