Triple

T9810370
Position Surface form Disambiguated ID Type / Status
Subject Theoretical Computer Science E238251 entity
Predicate hasSubfield P5461 FINISHED
Object Communication Complexity
Communication Complexity is a subfield of theoretical computer science that studies how much communication is required between parties to jointly compute a function of their distributed inputs.
E822918 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: Communication Complexity | Statement: [Theoretical Computer Science, hasSubfield, Communication Complexity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Communication Complexity
Context triple: [Theoretical Computer Science, hasSubfield, Communication Complexity]
  • A. Communication
    "Communication" is a popular trance track by Dutch DJ and producer Armin van Buuren, widely regarded as one of his early breakthrough releases.
  • B. Communication
    "Communication" is a 1983 synth-pop single by British band Spandau Ballet, known for its catchy melody and polished New Romantic style.
  • C. Communication Problems
    "Communication Problems" is a celebrated episode of the British sitcom *Fawlty Towers*, known for its farcical misunderstandings involving a hard-of-hearing guest and Basil Fawlty’s increasingly desperate attempts to hide his misdeeds.
  • D. Intensified Dialogue
    Intensified Dialogue is a formal NATO consultation and cooperation framework offered to interested partner countries as a step toward possible future membership.
  • E. Views on individual communications
    Views on individual communications are authoritative decisions issued by the UN Human Rights Committee on complaints brought by individuals alleging violations of the International Covenant on Civil and Political Rights.
  • 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: Communication Complexity
Triple: [Theoretical Computer Science, hasSubfield, Communication Complexity]
Generated description
Communication Complexity is a subfield of theoretical computer science that studies how much communication is required between parties to jointly compute a function of their distributed inputs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Communication Complexity
Target entity description: Communication Complexity is a subfield of theoretical computer science that studies how much communication is required between parties to jointly compute a function of their distributed inputs.
  • A. Communication
    "Communication" is a popular trance track by Dutch DJ and producer Armin van Buuren, widely regarded as one of his early breakthrough releases.
  • B. Communication
    "Communication" is a 1983 synth-pop single by British band Spandau Ballet, known for its catchy melody and polished New Romantic style.
  • C. Communication Problems
    "Communication Problems" is a celebrated episode of the British sitcom *Fawlty Towers*, known for its farcical misunderstandings involving a hard-of-hearing guest and Basil Fawlty’s increasingly desperate attempts to hide his misdeeds.
  • D. Intensified Dialogue
    Intensified Dialogue is a formal NATO consultation and cooperation framework offered to interested partner countries as a step toward possible future membership.
  • E. Views on individual communications
    Views on individual communications are authoritative decisions issued by the UN Human Rights Committee on complaints brought by individuals alleging violations of the International Covenant on Civil and Political Rights.
  • 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_69ca84defac48190abc1148804f184c1 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb220310c8190a16ca0b746f0ef7a completed April 2, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc5b4dd8819088c86946b4eb8a39 completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1cd7f41448190b387109235dbc7f5 completed April 5, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69d1cdefca5c8190a673caca42aaa7d0 completed April 5, 2026, 2:50 a.m.
Created at: March 30, 2026, 8:30 p.m.