Triple

T2735607
Position Surface form Disambiguated ID Type / Status
Subject Herzliya E60622 entity
Predicate hasCompanyPresence P17483 FINISHED
Object Palo Alto Networks (offices/R&D)
Palo Alto Networks (offices/R&D) is the Israeli research and development and office hub of Palo Alto Networks, a leading global cybersecurity company.
E293329 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: Palo Alto Networks (offices/R&D) | Statement: [Herzliya, hasCompanyPresence, Palo Alto Networks (offices/R&D)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palo Alto Networks (offices/R&D)
Context triple: [Herzliya, hasCompanyPresence, Palo Alto Networks (offices/R&D)]
  • A. CA Technologies (regional offices)
    CA Technologies (regional offices) refers to the network of regional corporate locations operated by CA Technologies, a major enterprise software and IT management company.
  • B. Juniper Networks
    Juniper Networks is a multinational networking and cybersecurity company known for its high-performance routers, switches, and related infrastructure solutions for service providers and enterprises.
  • C. Zscaler
    Zscaler is a cloud-based information security company known for providing secure access and zero-trust networking solutions to enterprises worldwide.
  • D. Natick Labs
    Natick Labs is a U.S. Army research center specializing in developing advanced food, clothing, equipment, and technologies to enhance soldier performance and survivability.
  • E. Cisco Systems
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • 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: Palo Alto Networks (offices/R&D)
Triple: [Herzliya, hasCompanyPresence, Palo Alto Networks (offices/R&D)]
Generated description
Palo Alto Networks (offices/R&D) is the Israeli research and development and office hub of Palo Alto Networks, a leading global cybersecurity company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palo Alto Networks (offices/R&D)
Target entity description: Palo Alto Networks (offices/R&D) is the Israeli research and development and office hub of Palo Alto Networks, a leading global cybersecurity company.
  • A. CA Technologies (regional offices)
    CA Technologies (regional offices) refers to the network of regional corporate locations operated by CA Technologies, a major enterprise software and IT management company.
  • B. Juniper Networks
    Juniper Networks is a multinational networking and cybersecurity company known for its high-performance routers, switches, and related infrastructure solutions for service providers and enterprises.
  • C. Zscaler
    Zscaler is a cloud-based information security company known for providing secure access and zero-trust networking solutions to enterprises worldwide.
  • D. Natick Labs
    Natick Labs is a U.S. Army research center specializing in developing advanced food, clothing, equipment, and technologies to enhance soldier performance and survivability.
  • E. Cisco Systems
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb1022488190af84e536946b2e37 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6a37fdc8190bcdb33d7352d9e16 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb734d7b08190aeb95e8a9199fb10 completed March 10, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69afb7c3fe7c8190bbbd6ce3157b1d56 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:56 p.m.