Triple

T7938614
Position Surface form Disambiguated ID Type / Status
Subject Katello E184339 entity
Predicate usesSearchEngine P23048 FINISHED
Object Elasticsearch
Elasticsearch is a distributed, RESTful search and analytics engine built on Apache Lucene, widely used for full-text search, log analytics, and real-time data exploration.
E699787 NE FINISHED

How this triple was built (5 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: Elasticsearch | Statement: [Katello, usesSearchEngine, Elasticsearch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elasticsearch
Context triple: [Katello, usesSearchEngine, Elasticsearch]
  • A. Apache Solr
    Apache Solr is an open-source enterprise search platform built on Apache Lucene, widely used for full-text search, faceted navigation, and real-time indexing of large-scale data.
  • B. Apache Lucene
    Apache Lucene is a high-performance, full-featured text search engine library written in Java and widely used as the core indexing and search technology in many applications and search platforms.
  • C. Amazon OpenSearch Service
    Amazon OpenSearch Service is a fully managed service from AWS for deploying, operating, and scaling OpenSearch and Elasticsearch-compatible search and analytics clusters in the cloud.
  • D. Jetpack Search
    Jetpack Search is a powerful WordPress search enhancement tool that provides fast, relevant, and customizable search results for websites using the Jetpack plugin.
  • E. Laravel Scout
    Laravel Scout is a Laravel package that provides a simple, driver-based full-text search abstraction for Eloquent models, integrating with services like Algolia and Meilisearch.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Elasticsearch
Triple: [Katello, usesSearchEngine, Elasticsearch]
Generated description
Elasticsearch is a distributed, RESTful search and analytics engine built on Apache Lucene, widely used for full-text search, log analytics, and real-time data exploration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elasticsearch
Target entity description: Elasticsearch is a distributed, RESTful search and analytics engine built on Apache Lucene, widely used for full-text search, log analytics, and real-time data exploration.
  • A. Apache Solr
    Apache Solr is an open-source enterprise search platform built on Apache Lucene, widely used for full-text search, faceted navigation, and real-time indexing of large-scale data.
  • B. Apache Lucene
    Apache Lucene is a high-performance, full-featured text search engine library written in Java and widely used as the core indexing and search technology in many applications and search platforms.
  • C. Amazon OpenSearch Service
    Amazon OpenSearch Service is a fully managed service from AWS for deploying, operating, and scaling OpenSearch and Elasticsearch-compatible search and analytics clusters in the cloud.
  • D. Jetpack Search
    Jetpack Search is a powerful WordPress search enhancement tool that provides fast, relevant, and customizable search results for websites using the Jetpack plugin.
  • E. Laravel Scout
    Laravel Scout is a Laravel package that provides a simple, driver-based full-text search abstraction for Eloquent models, integrating with services like Algolia and Meilisearch.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesSearchEngine
Context triple: [Katello, usesSearchEngine, Elasticsearch]
  • A. defaultSearchEngine
    Indicates that one entity is designated as the primary or standard search engine used by another entity (such as a user, browser, or system) for performing search queries.
  • B. usesSearchTechnologyFrom
    Indicates that one entity employs or relies on the search technology developed or provided by another entity.
  • C. searchesVia chosen
    Indicates that an entity performs a search by means of, or using, a specified tool, method, or channel.
  • D. usedToSearchFor
    Indicates that one entity serves as a tool, method, or resource employed to look for, locate, or retrieve another entity.
  • E. searchingFor
    Indicates that one entity is actively seeking, looking for, or attempting to locate another entity.
  • F. None of above.

Provenance (6 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3af0a2048190838d1aeda59fda0b completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0e868481908748d340244ea8ea completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7634f4dc8190b5e537f24bccd651 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb67e77a48190b93c6ba61becfac4 completed March 31, 2026, 11:56 a.m.
PD Predicate disambiguation batch_69cae93526d081909303265bf60419fd completed March 30, 2026, 9:20 p.m.
Created at: March 30, 2026, 5:08 p.m.