Triple
T20281414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phoenix |
E503151
|
entity |
| Predicate | ecosystem |
P964
|
FINISHED |
| Object | Phoenix PubSub |
—
|
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: Phoenix PubSub | Statement: [Phoenix, ecosystem, Phoenix PubSub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phoenix PubSub Context triple: [Phoenix, ecosystem, Phoenix PubSub]
-
A.
Phoenix PubSub
chosen
Phoenix PubSub is the real-time messaging and distributed pub/sub system used by the Phoenix Framework to enable scalable, low-latency communication between processes and applications.
-
B.
Phoenix.PubSub
Phoenix.PubSub is the Phoenix Framework’s distributed publish/subscribe messaging layer that enables real-time communication and broadcasting across Elixir applications and nodes.
-
C.
Pub/Sub Lite
Pub/Sub Lite is a lower-cost, high-throughput messaging service on Google Cloud designed for streaming data workloads that can tolerate more operational management compared to standard Pub/Sub.
-
D.
Publish–Subscribe pattern
The Publish–Subscribe pattern is a messaging design pattern in which senders (publishers) broadcast messages without knowledge of specific receivers, and subscribers receive only the messages they have expressed interest in.
-
E.
Google Cloud Pub/Sub
Google Cloud Pub/Sub is a fully managed real-time messaging service that enables asynchronous, scalable communication between independent applications and services.
- 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_69e0b4b0e79c8190bd61f22ef1329fa8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6768e9f0881909c8fe8772dafd468 |
completed | April 20, 2026, 6:55 p.m. |
Created at: April 16, 2026, 10:38 a.m.