Triple

T9566641
Position Surface form Disambiguated ID Type / Status
Subject Arthur John Robin Gorell Milner E230803 entity
Predicate developed P73 FINISHED
Object CCS
CCS (Calculus of Communicating Systems) is a formal language and theoretical framework in computer science for modeling and analyzing concurrent, communicating processes.
E808839 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: CCS | Statement: [Arthur John Robin Gorell Milner, developed, CCS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CCS
Context triple: [Arthur John Robin Gorell Milner, developed, CCS]
  • A. CCS
    CCS is the abbreviation for the Combined Chiefs of Staff, the high-level military command structure formed by the United States and United Kingdom during World War II to coordinate Allied strategy.
  • B. CCS
    CCS is the abbreviated name for the Caribbean Community Secretariat, the principal administrative body supporting the Caribbean Community (CARICOM).
  • C. CCS
    CCS is the Crown Commercial Service, a UK government agency that helps public sector organizations procure goods and services efficiently and cost-effectively.
  • D. CCS
    CCS (ACM Conference on Computer and Communications Security) is a premier annual research conference focusing on cutting-edge topics in information security and privacy.
  • E. CCS
    CCS is the commonly used abbreviation for the Central Coast Section, a regional governing body for high school athletics in California.
  • 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: CCS
Triple: [Arthur John Robin Gorell Milner, developed, CCS]
Generated description
CCS (Calculus of Communicating Systems) is a formal language and theoretical framework in computer science for modeling and analyzing concurrent, communicating processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CCS
Target entity description: CCS (Calculus of Communicating Systems) is a formal language and theoretical framework in computer science for modeling and analyzing concurrent, communicating processes.
  • A. CCS
    CCS (ACM Conference on Computer and Communications Security) is a premier annual research conference focusing on cutting-edge topics in information security and privacy.
  • B. CCS
    CCS is an abbreviation commonly used for the College of Creative Studies, a specialized undergraduate college focused on intensive, independent study in the creative arts and sciences.
  • C. CCS
    CCS is the abbreviation for the Combined Chiefs of Staff, the high-level military command structure formed by the United States and United Kingdom during World War II to coordinate Allied strategy.
  • D. CCS
    CCS is the abbreviated name for the Caribbean Community Secretariat, the principal administrative body supporting the Caribbean Community (CARICOM).
  • E. CCS
    CCS (Combined Charging System) is a widely adopted fast-charging standard for electric vehicles that integrates AC and DC charging through a single connector design.
  • 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_69ca847f22188190a56e4a97625bef22 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd996df4f08190b19bbaefb10a9789 completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16149c7808190b476ec06e9780a03 completed April 4, 2026, 7:06 p.m.
NEDg Description generation batch_69d1621d5dbc81908cf2ecb6b96fb090 completed April 4, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69d164f5e2988190a47a3de97e5c74b8 completed April 4, 2026, 7:22 p.m.
Created at: March 30, 2026, 8:04 p.m.