Triple

T3458242
Position Surface form Disambiguated ID Type / Status
Subject Hook, Hampshire E72958 entity
Predicate hasCorporateOffice P48357 FINISHED
Object Serco Group
Serco Group is a British multinational outsourcing company that provides public services in sectors such as defense, transport, justice, immigration, and healthcare for governments and other organizations worldwide.
E359840 NE FINISHED

How this triple was built (5 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: Serco Group | Statement: [Hook, Hampshire, hasCorporateOffice, Serco Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serco Group
Context triple: [Hook, Hampshire, hasCorporateOffice, Serco Group]
  • A. BAE Systems
    BAE Systems is a major British multinational defense, security, and aerospace company that designs and manufactures advanced military aircraft, naval vessels, and other defense technologies.
  • B. Babcock International
    Babcock International is a British aerospace, defense, and engineering services company that provides critical support to military and civil organizations, particularly in naval and nuclear sectors.
  • C. Mace Group
    Mace Group is a global construction and consultancy company known for delivering major complex projects, including high-profile sports stadiums and landmark buildings.
  • D. Reach plc
    Reach plc is a major British newspaper and digital publisher that owns and operates numerous national and regional media brands across the UK, including the Daily Mirror.
  • E. L3Harris Technologies
    L3Harris Technologies is a major American defense and aerospace technology company specializing in advanced communications, surveillance, and mission systems for military, government, and commercial customers.
  • 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: Serco Group
Triple: [Hook, Hampshire, hasCorporateOffice, Serco Group]
Generated description
Serco Group is a British multinational outsourcing company that provides public services in sectors such as defense, transport, justice, immigration, and healthcare for governments and other organizations worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serco Group
Target entity description: Serco Group is a British multinational outsourcing company that provides public services in sectors such as defense, transport, justice, immigration, and healthcare for governments and other organizations worldwide.
  • A. BAE Systems
    BAE Systems is a major British multinational defense, security, and aerospace company that designs and manufactures advanced military aircraft, naval vessels, and other defense technologies.
  • B. Babcock International
    Babcock International is a British aerospace, defense, and engineering services company that provides critical support to military and civil organizations, particularly in naval and nuclear sectors.
  • C. Mace Group
    Mace Group is a global construction and consultancy company known for delivering major complex projects, including high-profile sports stadiums and landmark buildings.
  • D. Reach plc
    Reach plc is a major British newspaper and digital publisher that owns and operates numerous national and regional media brands across the UK, including the Daily Mirror.
  • E. L3Harris Technologies
    L3Harris Technologies is a major American defense and aerospace technology company specializing in advanced communications, surveillance, and mission systems for military, government, and commercial customers.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCorporateOffice
Context triple: [Hook, Hampshire, hasCorporateOffice, Serco Group]
  • A. hasCorporatePresence
    Indicates that an organization maintains an official operational or business presence (such as offices, facilities, or legal registration) in a particular location or context.
  • B. establishedOffice
    Indicates that an entity created or set up an official office or place of operation.
  • C. hasOfficeType
    Indicates that an entity’s office is classified as a specific type or category of office.
  • D. hasAssociatedOffice
    Indicates that an entity is linked to or connected with a particular office in an official or functional capacity.
  • E. mainOffice
    Indicates that one location or office serves as the primary or central office for an organization or entity.
  • F. None of above. chosen

Provenance (7 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae36e748190bf20fd3c6de22e19 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36104a1048190b6fa9f552786a85a completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b364c6c2f881909b72a78123cd445d completed March 13, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69b365328b188190b44d8690eaa5b12e completed March 13, 2026, 1:15 a.m.
PD Predicate disambiguation batch_69adae041d588190a84a02bca94adec8 completed March 8, 2026, 5:12 p.m.
PDg Predicate description generation batch_69adaed74ecc8190b74dc70ab59a3e1c completed March 8, 2026, 5:16 p.m.
Created at: March 8, 2026, 3:16 p.m.