Triple

T165396
Position Surface form Disambiguated ID Type / Status
Subject Oracle Corporation E3003 entity
Predicate product P490 FINISHED
Object PeopleSoft
PeopleSoft is a well-known suite of enterprise software applications, particularly for human resources, finance, and supply chain management, originally developed by PeopleSoft, Inc. and now owned by Oracle.
E3003 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: PeopleSoft | Statement: [Oracle Corporation, product, PeopleSoft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PeopleSoft
Context triple: [Oracle Corporation, product, PeopleSoft]
  • A. Sun Microsystems
    Sun Microsystems was a pioneering American technology company best known for developing the Java programming language, the Solaris operating system, and high-performance networked computer systems.
  • B. Oracle Corporation
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • C. IBM
    IBM is a multinational technology and consulting company known for its pioneering work in computer hardware, software, and enterprise services.
  • D. Lucent Technologies
    Lucent Technologies was a major American telecommunications equipment company, spun off from AT&T, known for its Bell Labs research arm and contributions to networking and communications technology.
  • E. BEA
    BEA is a U.S. government agency that produces key economic statistics, including measures of national income, output, and growth.
  • 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: PeopleSoft
Triple: [Oracle Corporation, product, PeopleSoft]
Generated description
PeopleSoft is a well-known suite of enterprise software applications, particularly for human resources, finance, and supply chain management, originally developed by PeopleSoft, Inc. and now owned by Oracle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PeopleSoft
Target entity description: PeopleSoft is a well-known suite of enterprise software applications, particularly for human resources, finance, and supply chain management, originally developed by PeopleSoft, Inc. and now owned by Oracle.
  • A. Sun Microsystems
    Sun Microsystems was a pioneering American technology company best known for developing the Java programming language, the Solaris operating system, and high-performance networked computer systems.
  • B. Oracle Corporation chosen
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • C. IBM
    IBM is a multinational technology and consulting company known for its pioneering work in computer hardware, software, and enterprise services.
  • D. Lucent Technologies
    Lucent Technologies was a major American telecommunications equipment company, spun off from AT&T, known for its Bell Labs research arm and contributions to networking and communications technology.
  • E. BEA
    BEA is a U.S. government agency that produces key economic statistics, including measures of national income, output, and growth.
  • F. None of above.

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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a25883ac8481909616b2179561bd98 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2db55b2808190bb120e6f266bd26b completed Feb. 28, 2026, 12:11 p.m.
NEDg Description generation batch_69a2dbc9285081908ce873c8ec56c36f completed Feb. 28, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_69a2e05353808190a0392ea04cecdb43 completed Feb. 28, 2026, 12:32 p.m.
Created at: Feb. 28, 2026, 2:34 a.m.