Triple

T18325642
Position Surface form Disambiguated ID Type / Status
Subject TIBCO Software E438997 entity
Predicate hasProduct P3585 FINISHED
Object TIBCO Spotfire
TIBCO Spotfire is an analytics and business intelligence platform that enables users to perform interactive data visualization, exploration, and advanced analytics.
E1318099 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: TIBCO Spotfire | Statement: [TIBCO Software, hasProduct, TIBCO Spotfire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TIBCO Spotfire
Context triple: [TIBCO Software, hasProduct, TIBCO Spotfire]
  • A. IBM Cognos Analytics
    IBM Cognos Analytics is a business intelligence and data analytics platform that enables users to visualize, explore, and report on data for informed decision-making.
  • B. Qlik
    Qlik is a business intelligence and data analytics software company known for its data visualization and self-service analytics platforms.
  • C. Tableau
    Tableau is a widely used data visualization and business intelligence software platform that enables users to analyze, explore, and present data through interactive dashboards and reports.
  • D. Ebixa
    Ebixa is a brand-name medication containing memantine, used primarily to treat moderate to severe Alzheimer's disease.
  • E. Power View
    Power View is an interactive data visualization and reporting tool from Microsoft that enables users to create dynamic, presentation-ready dashboards and reports.
  • 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: TIBCO Spotfire
Triple: [TIBCO Software, hasProduct, TIBCO Spotfire]
Generated description
TIBCO Spotfire is an analytics and business intelligence platform that enables users to perform interactive data visualization, exploration, and advanced analytics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TIBCO Spotfire
Target entity description: TIBCO Spotfire is an analytics and business intelligence platform that enables users to perform interactive data visualization, exploration, and advanced analytics.
  • A. IBM Cognos Analytics
    IBM Cognos Analytics is a business intelligence and data analytics platform that enables users to visualize, explore, and report on data for informed decision-making.
  • B. Qlik
    Qlik is a business intelligence and data analytics software company known for its data visualization and self-service analytics platforms.
  • C. Tableau
    Tableau is a widely used data visualization and business intelligence software platform that enables users to analyze, explore, and present data through interactive dashboards and reports.
  • D. Ebixa
    Ebixa is a brand-name medication containing memantine, used primarily to treat moderate to severe Alzheimer's disease.
  • E. Power View
    Power View is an interactive data visualization and reporting tool from Microsoft that enables users to create dynamic, presentation-ready dashboards and reports.
  • 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50aaa66ac819082ec718e8329e0cc completed April 19, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4ca13c881909d74489622f3a9a9 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c5a12da88190babe36d475b54994 completed May 13, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a03c63ec8c48190bad47d423ab2cfe7 completed May 13, 2026, 12:30 a.m.
Created at: April 10, 2026, 10:36 a.m.