Triple

T2384532
Position Surface form Disambiguated ID Type / Status
Subject WebObjects E46388 entity
Predicate uses P98 FINISHED
Object Enterprise Objects Framework
Enterprise Objects Framework is an object-relational mapping and persistence framework from Apple (originally NeXT) used to manage database-backed business objects in WebObjects applications.
 E260380 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: Enterprise Objects Framework | Statement: [WebObjects, uses, Enterprise Objects Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Enterprise Objects Framework
Context triple: [WebObjects, uses, Enterprise Objects Framework]
  • A. Object Management Group
    The Object Management Group is an international, nonprofit technology standards consortium best known for developing and maintaining widely used modeling and integration standards in software and systems engineering.
  • B. Objectory
    Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
  • C. Oracle E-Business Suite
    Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
  • D. Siebel
    Siebel is a surname most prominently associated with Jennifer Siebel Newsom, an American documentary filmmaker and the First Partner of California.
  • E. PeopleSoft
    PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
  • 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: Enterprise Objects Framework
Triple: [WebObjects, uses, Enterprise Objects Framework]
Generated description
Enterprise Objects Framework is an object-relational mapping and persistence framework from Apple (originally NeXT) used to manage database-backed business objects in WebObjects applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Enterprise Objects Framework
Target entity description: Enterprise Objects Framework is an object-relational mapping and persistence framework from Apple (originally NeXT) used to manage database-backed business objects in WebObjects applications.
  • A. Object Management Group
    The Object Management Group is an international, nonprofit technology standards consortium best known for developing and maintaining widely used modeling and integration standards in software and systems engineering.
  • B. Objectory
    Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
  • C. Oracle E-Business Suite
    Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
  • D. Siebel
    Siebel is a surname most prominently associated with Jennifer Siebel Newsom, an American documentary filmmaker and the First Partner of California.
  • E. PeopleSoft
    PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
  • 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_69a88a1554a48190a0180682bcf099be completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc7bc87d0819090cd9d19d748bcc3 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8bae2ec8190962479832bf7762e completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aeab4258f88190a7a009d0fa501dd4 completed March 9, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69aeaba59cd08190981af351019b3e81 completed March 9, 2026, 11:14 a.m.
Created at: March 4, 2026, 7:57 p.m.