Triple

T55778
Position Surface form Disambiguated ID Type / Status
Subject IBM E1102 entity
Predicate notableProduct P1448 FINISHED
Object Rational software tools
Rational software tools are a suite of IBM-developed software engineering products that support tasks such as requirements management, modeling, design, testing, and project management across the software development lifecycle.
E5667 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: Rational software tools | Statement: [IBM, notableProduct, Rational software tools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rational software tools
Context triple: [IBM, notableProduct, Rational software tools]
  • A. ERP
    ERP is the commonly used abbreviation for the Marshall Plan, the U.S.-led post–World War II European Recovery Program that financed and coordinated Western Europe’s economic reconstruction.
  • B. IEEE Software
    IEEE Software is a bimonthly peer-reviewed magazine that focuses on software engineering practice, bridging academic research and industry application for software professionals.
  • C. QED Proof-of-Concept Program
    The QED Proof-of-Concept Program is a commercialization initiative that helps academic researchers advance promising life science and healthcare technologies toward market readiness through funding, mentorship, and industry partnerships.
  • D. Strategic Computing Initiative
    The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
  • E. SAS
    SAS is the School of Arts and Sciences at the University of Pennsylvania, encompassing the university’s core liberal arts and sciences departments and programs.
  • 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: Rational software tools
Triple: [IBM, notableProduct, Rational software tools]
Generated description
Rational software tools are a suite of IBM-developed software engineering products that support tasks such as requirements management, modeling, design, testing, and project management across the software development lifecycle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rational software tools
Target entity description: Rational software tools are a suite of IBM-developed software engineering products that support tasks such as requirements management, modeling, design, testing, and project management across the software development lifecycle.
  • A. ERP
    ERP is the commonly used abbreviation for the Marshall Plan, the U.S.-led post–World War II European Recovery Program that financed and coordinated Western Europe’s economic reconstruction.
  • B. IEEE Software
    IEEE Software is a bimonthly peer-reviewed magazine that focuses on software engineering practice, bridging academic research and industry application for software professionals.
  • C. QED Proof-of-Concept Program
    The QED Proof-of-Concept Program is a commercialization initiative that helps academic researchers advance promising life science and healthcare technologies toward market readiness through funding, mentorship, and industry partnerships.
  • D. Strategic Computing Initiative
    The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
  • E. SAS
    SAS is the School of Arts and Sciences at the University of Pennsylvania, encompassing the university’s core liberal arts and sciences departments and programs.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24b07f4a881909e32115e84da02a3 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a255398bac81909c4ae9bba79f6c19 completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a2570e30d88190b7a0d20cf3a94760 completed Feb. 28, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69a257a1f340819091d3aa5a665ce50b completed Feb. 28, 2026, 2:49 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.