Triple

T17675635
Position Surface form Disambiguated ID Type / Status
Subject Phoenix Framework E440635 entity
Predicate hasComponent P35 FINISHED
Object Phoenix.PubSub — NE NERFINISHED

How this triple was built (3 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 Framework, hasComponent, Phoenix.PubSub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phoenix.PubSub
Context triple: [Phoenix Framework, hasComponent, Phoenix.PubSub]
  • A. 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.
  • B. XEP-0060: Publish-Subscribe
    XEP-0060: Publish-Subscribe is an XMPP protocol extension that defines a flexible publish-subscribe messaging pattern for distributing and receiving event notifications in real time.
  • 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. ubus message bus
    ubus message bus is a lightweight inter-process communication system used in OpenWrt to allow system components and services to communicate and exchange configuration and status information.
  • 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. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phoenix.PubSub
Target entity description: Phoenix.PubSub is the Phoenix Framework’s distributed publish/subscribe messaging layer that enables real-time communication and broadcasting across Elixir applications and nodes.
  • A. 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.
  • B. XEP-0060: Publish-Subscribe
    XEP-0060: Publish-Subscribe is an XMPP protocol extension that defines a flexible publish-subscribe messaging pattern for distributing and receiving event notifications in real time.
  • 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. ubus message bus
    ubus message bus is a lightweight inter-process communication system used in OpenWrt to allow system components and services to communicate and exchange configuration and status information.
  • 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. chosen

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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6cca54819094ea0bed1517724e completed April 19, 2026, 6 a.m.
Created at: April 10, 2026, 10 a.m.