Triple

T11145644
Position Surface form Disambiguated ID Type / Status
Subject ACS Group E263662 entity
Predicate subsidiary P258 FINISHED
Object CIMIC Group
CIMIC Group is a major Australian construction, mining, and services contractor that operates large infrastructure and engineering projects domestically and internationally.
 E908201 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: CIMIC Group | Statement: [ACS Group, subsidiary, CIMIC Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CIMIC Group
Context triple: [ACS Group, subsidiary, CIMIC Group]
  • A. CIM Group
    CIM Group is a U.S.-based real estate and infrastructure investment firm known for acquiring, developing, and managing high-profile urban properties and projects.
  • B. CIMIC
    CIMIC (Civil-Military Cooperation) is a NATO concept and set of practices that coordinate and harmonize interactions between military forces and civilian actors in operational environments to support mission objectives and civilian needs.
  • C. Murray & Roberts
    Murray & Roberts is a major South African engineering and construction group known for delivering large, complex infrastructure and building projects worldwide.
  • D. John Holland Group
    John Holland Group is a major Australian engineering, construction, and infrastructure company involved in large-scale transport and civil projects.
  • E. Orascom Construction Industries
    Orascom Construction Industries is a leading Egyptian engineering and construction company with major operations in infrastructure, industrial, and commercial projects across the Middle East and beyond.
  • 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: CIMIC Group
Triple: [ACS Group, subsidiary, CIMIC Group]
Generated description
CIMIC Group is a major Australian construction, mining, and services contractor that operates large infrastructure and engineering projects domestically and internationally.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CIMIC Group
Target entity description: CIMIC Group is a major Australian construction, mining, and services contractor that operates large infrastructure and engineering projects domestically and internationally.
  • A. CIM Group
    CIM Group is a U.S.-based real estate and infrastructure investment firm known for acquiring, developing, and managing high-profile urban properties and projects.
  • B. CIMIC
    CIMIC (Civil-Military Cooperation) is a NATO concept and set of practices that coordinate and harmonize interactions between military forces and civilian actors in operational environments to support mission objectives and civilian needs.
  • C. Murray & Roberts
    Murray & Roberts is a major South African engineering and construction group known for delivering large, complex infrastructure and building projects worldwide.
  • D. John Holland Group
    John Holland Group is a major Australian engineering, construction, and infrastructure company involved in large-scale transport and civil projects.
  • E. Orascom Construction Industries
    Orascom Construction Industries is a leading Egyptian engineering and construction company with major operations in infrastructure, industrial, and commercial projects across the Middle East and beyond.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8634d5481909b114d30a542ea3f completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e46325e1308190af5718e10ffe1e8c completed April 19, 2026, 5:07 a.m.
NEDg Description generation batch_69e4666f98ac81908b3d3b8a6a8af8c9 completed April 19, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69e46c3f28dc8190a521c00151b01fde completed April 19, 2026, 5:46 a.m.
Created at: April 8, 2026, 9:28 p.m.