Triple

T17675648
Position Surface form Disambiguated ID Type / Status
Subject Phoenix Framework E440635 entity
Predicate ecosystem P964 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, ecosystem, Phoenix PubSub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phoenix PubSub
Context triple: [Phoenix Framework, ecosystem, Phoenix PubSub]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. RabbitMQ
    RabbitMQ is an open-source message broker that implements the Advanced Message Queuing Protocol (AMQP) to enable reliable, scalable communication between distributed 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 real-time messaging and distributed pub/sub system used by the Phoenix Framework to enable scalable, low-latency communication between processes and applications.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. RabbitMQ
    RabbitMQ is an open-source message broker that implements the Advanced Message Queuing Protocol (AMQP) to enable reliable, scalable communication between distributed 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.