Triple

T5127500
Position Surface form Disambiguated ID Type / Status
Subject Oracle iProcurement E115618 entity
Predicate integratesWith P1075 FINISHED
Object Oracle Sourcing
Oracle Sourcing is an Oracle E-Business Suite application that supports strategic sourcing and online negotiation processes to help organizations manage and optimize their procurement activities.
 E496719 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: Oracle Sourcing | Statement: [Oracle iProcurement, integratesWith, Oracle Sourcing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Sourcing
Context triple: [Oracle iProcurement, integratesWith, Oracle Sourcing]
  • A. Oracle Purchasing
    Oracle Purchasing is an Oracle E-Business Suite application that manages the full procure-to-pay lifecycle, including requisitions, purchase orders, supplier management, and approvals.
  • B. Oracle iProcurement
    Oracle iProcurement is a self-service web-based purchasing application that enables employees to create, manage, and track purchase requisitions within the Oracle E-Business Suite.
  • C. Oracle iSupplier Portal
    Oracle iSupplier Portal is a web-based supplier collaboration and self-service procurement application that enables suppliers to manage orders, shipments, invoices, and related transactions with buying organizations using Oracle E-Business Suite.
  • D. Oracle Projects
    Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
  • E. Oracle Corporation
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • 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: Oracle Sourcing
Triple: [Oracle iProcurement, integratesWith, Oracle Sourcing]
Generated description
Oracle Sourcing is an Oracle E-Business Suite application that supports strategic sourcing and online negotiation processes to help organizations manage and optimize their procurement activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Sourcing
Target entity description: Oracle Sourcing is an Oracle E-Business Suite application that supports strategic sourcing and online negotiation processes to help organizations manage and optimize their procurement activities.
  • A. Oracle Purchasing
    Oracle Purchasing is an Oracle E-Business Suite application that manages the full procure-to-pay lifecycle, including requisitions, purchase orders, supplier management, and approvals.
  • B. Oracle iProcurement
    Oracle iProcurement is a self-service web-based purchasing application that enables employees to create, manage, and track purchase requisitions within the Oracle E-Business Suite.
  • C. Oracle iSupplier Portal
    Oracle iSupplier Portal is a web-based supplier collaboration and self-service procurement application that enables suppliers to manage orders, shipments, invoices, and related transactions with buying organizations using Oracle E-Business Suite.
  • D. Oracle Projects
    Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
  • E. Oracle Corporation
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd782428a081909583c7f368226daf completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4beb7b48190a2f4e41a13fdd5f3 completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec571d5948190b659a7b5038f8bdd completed March 21, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69bec973e71c8190a9c043389d627156 completed March 21, 2026, 4:38 p.m.
Created at: March 20, 2026, 1:42 p.m.