Triple

T9668358
Position Surface form Disambiguated ID Type / Status
Subject Pershing Square Holdings E233761 entity
Predicate hasSignificantShareholderRoleIn P14887 FINISHED
Object Platform Specialty Products
Platform Specialty Products is a specialty chemicals and agricultural solutions company known for growing through acquisitions of niche chemical businesses.
E813060 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: Platform Specialty Products | Statement: [Pershing Square Holdings, hasSignificantShareholderRoleIn, Platform Specialty Products]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Platform Specialty Products
Context triple: [Pershing Square Holdings, hasSignificantShareholderRoleIn, Platform Specialty Products]
  • A. Platform Solutions
    Platform Solutions is a Goldman Sachs division focused on providing technology-driven, embedded financial services and digital banking products to consumers and businesses.
  • B. Production Central
    Production Central is a themed area at Universal Studios parks that serves as a Hollywood-style studio backlot hub featuring several major attractions and entertainment offerings.
  • C. Spectrum Enterprise
    Spectrum Enterprise is a business-focused division of Charter Communications that provides fiber-based internet, networking, and communication solutions to large enterprises and organizations across the United States.
  • D. Box Platform
    Box Platform is a cloud-based content management and collaboration platform that provides APIs and tools for developers and enterprises to securely store, manage, and integrate files and workflows into their applications.
  • E. Ortronics
    Ortronics is a Legrand-owned brand specializing in network infrastructure solutions such as structured cabling and connectivity systems for data centers and commercial buildings.
  • 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: Platform Specialty Products
Triple: [Pershing Square Holdings, hasSignificantShareholderRoleIn, Platform Specialty Products]
Generated description
Platform Specialty Products is a specialty chemicals and agricultural solutions company known for growing through acquisitions of niche chemical businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Platform Specialty Products
Target entity description: Platform Specialty Products is a specialty chemicals and agricultural solutions company known for growing through acquisitions of niche chemical businesses.
  • A. Platform Solutions
    Platform Solutions is a Goldman Sachs division focused on providing technology-driven, embedded financial services and digital banking products to consumers and businesses.
  • B. Production Central
    Production Central is a themed area at Universal Studios parks that serves as a Hollywood-style studio backlot hub featuring several major attractions and entertainment offerings.
  • C. Spectrum Enterprise
    Spectrum Enterprise is a business-focused division of Charter Communications that provides fiber-based internet, networking, and communication solutions to large enterprises and organizations across the United States.
  • D. Box Platform
    Box Platform is a cloud-based content management and collaboration platform that provides APIs and tools for developers and enterprises to securely store, manage, and integrate files and workflows into their applications.
  • E. Ortronics
    Ortronics is a Legrand-owned brand specializing in network infrastructure solutions such as structured cabling and connectivity systems for data centers and commercial buildings.
  • 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_69ca848d3b6c8190ae98ea554dea58df completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c3c06e4819080c1b8e66faa482f completed April 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a208798819088db055e44d288e3 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18ab1239c8190b4a66ccd0db35ffb completed April 4, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69d18b7f7510819083a402d6802c7d95 completed April 4, 2026, 10:06 p.m.
Created at: March 30, 2026, 8:15 p.m.