Triple

T4654867
Position Surface form Disambiguated ID Type / Status
Subject TensorFlow Extended E102383 entity
Predicate hasComponent P35 FINISHED
Object ExampleValidator
ExampleValidator is a TensorFlow Extended component that automatically analyzes input data to detect anomalies and validate examples before they are used in machine learning pipelines.
E457345 NE FINISHED

How this triple was built (4 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: ExampleValidator | Statement: [TensorFlow Extended, hasComponent, ExampleValidator]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ExampleValidator
Context triple: [TensorFlow Extended, hasComponent, ExampleValidator]
  • A. Validator
    Validator is a Symfony component that provides a flexible validation system for checking and enforcing constraints on data and objects in PHP applications.
  • B. Jakarta Bean Validation
    Jakarta Bean Validation is a Jakarta EE specification that defines a standard, annotation-based way to declare and enforce constraints on Java object models, typically used for validating user input and application data.
  • C. W3C markup validation tools
    W3C markup validation tools are online and software-based services provided by the World Wide Web Consortium that check web documents for compliance with HTML, XHTML, and other web standards.
  • D. Schematron
    Schematron is a rule-based XML schema language that uses XPath expressions to define and validate complex structural and business constraints in XML documents.
  • E. Verification Annex
    The Verification Annex is a key component of the Chemical Weapons Convention that sets out detailed procedures and requirements for monitoring, inspecting, and verifying compliance with the treaty’s prohibitions on chemical weapons.
  • 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: ExampleValidator
Triple: [TensorFlow Extended, hasComponent, ExampleValidator]
Generated description
ExampleValidator is a TensorFlow Extended component that automatically analyzes input data to detect anomalies and validate examples before they are used in machine learning pipelines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ExampleValidator
Target entity description: ExampleValidator is a TensorFlow Extended component that automatically analyzes input data to detect anomalies and validate examples before they are used in machine learning pipelines.
  • A. Validator
    Validator is a Symfony component that provides a flexible validation system for checking and enforcing constraints on data and objects in PHP applications.
  • B. Jakarta Bean Validation
    Jakarta Bean Validation is a Jakarta EE specification that defines a standard, annotation-based way to declare and enforce constraints on Java object models, typically used for validating user input and application data.
  • C. W3C markup validation tools
    W3C markup validation tools are online and software-based services provided by the World Wide Web Consortium that check web documents for compliance with HTML, XHTML, and other web standards.
  • D. Schematron
    Schematron is a rule-based XML schema language that uses XPath expressions to define and validate complex structural and business constraints in XML documents.
  • E. Verification Annex
    The Verification Annex is a key component of the Chemical Weapons Convention that sets out detailed procedures and requirements for monitoring, inspecting, and verifying compliance with the treaty’s prohibitions on chemical weapons.
  • F. None of above. chosen

Provenance (5 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6317ba70819089145766d3462e57 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaef125c819097d79f25608302dc completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc0964c881909e6b98a1c8ea747f completed March 21, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69bdfce1be788190ae3418df301e5136 completed March 21, 2026, 2:05 a.m.
Created at: March 20, 2026, 1:14 p.m.