Triple

T9796278
Position Surface form Disambiguated ID Type / Status
Subject GNS Science E237724 entity
Predicate subsidiary P258 FINISHED
Object Isoscan Limited
Isoscan Limited is a specialized company associated with GNS Science that focuses on scientific and technical services, likely in geoscience or related analytical fields.
 E821358 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: Isoscan Limited | Statement: [GNS Science, subsidiary, Isoscan Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isoscan Limited
Context triple: [GNS Science, subsidiary, Isoscan Limited]
  • A. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • B. Holmes Group
    Holmes Group is a construction and home-improvement company founded by Canadian contractor and television personality Mike Holmes, known for promoting high-quality building standards and renovations.
  • C. Graham-Newman Corporation
    Graham-Newman Corporation was an influential mid-20th-century investment partnership known for pioneering value investing principles under Benjamin Graham’s leadership.
  • D. QinetiQ
    QinetiQ is a British multinational defence technology and security company that provides research, testing, and consultancy services to military, government, and commercial clients worldwide.
  • E. Brascan Limited
    Brascan Limited was the former name of Brookfield Asset Management, a major Canadian-based global asset management company with significant holdings in real estate, infrastructure, renewable power, and private equity.
  • 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: Isoscan Limited
Triple: [GNS Science, subsidiary, Isoscan Limited]
Generated description
Isoscan Limited is a specialized company associated with GNS Science that focuses on scientific and technical services, likely in geoscience or related analytical fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isoscan Limited
Target entity description: Isoscan Limited is a specialized company associated with GNS Science that focuses on scientific and technical services, likely in geoscience or related analytical fields.
  • A. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • B. Holmes Group
    Holmes Group is a construction and home-improvement company founded by Canadian contractor and television personality Mike Holmes, known for promoting high-quality building standards and renovations.
  • C. Graham-Newman Corporation
    Graham-Newman Corporation was an influential mid-20th-century investment partnership known for pioneering value investing principles under Benjamin Graham’s leadership.
  • D. QinetiQ
    QinetiQ is a British multinational defence technology and security company that provides research, testing, and consultancy services to military, government, and commercial clients worldwide.
  • E. Brascan Limited
    Brascan Limited was the former name of Brookfield Asset Management, a major Canadian-based global asset management company with significant holdings in real estate, infrastructure, renewable power, and private equity.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda34a53548190a8cb524381fe2bf9 completed April 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c43fdfec8190b7115a680c79d702 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4d62a78819089ece2bb1f5fb66b completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c589b90481908bc0944868d648b2 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.