Triple

T4170192
Position Surface form Disambiguated ID Type / Status
Subject Fawlty Towers E84543 entity
Predicate hasEpisode P6968 FINISHED
Object 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.
E417870 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 Problems | Statement: [Fawlty Towers, hasEpisode, Communication Problems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Communication Problems
Context triple: [Fawlty Towers, hasEpisode, Communication Problems]
  • 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. DG Communication
    DG Communication is the European Commission’s department responsible for informing the public about EU policies and activities and managing the institution’s communication strategy.
  • C. msgcomm
    msgcomm is a GNU gettext utility that compares and extracts common messages from translation files to help manage and synchronize message catalogs.
  • D. 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.
  • E. Messages
    Messages is Apple’s built-in messaging app for iOS, iPadOS, and macOS that supports SMS, MMS, and iMessage communication across Apple devices.
  • 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 Problems
Triple: [Fawlty Towers, hasEpisode, Communication Problems]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Communication Problems
Target entity description: "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.
  • 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. DG Communication
    DG Communication is the European Commission’s department responsible for informing the public about EU policies and activities and managing the institution’s communication strategy.
  • C. msgcomm
    msgcomm is a GNU gettext utility that compares and extracts common messages from translation files to help manage and synchronize message catalogs.
  • D. 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.
  • E. Messages
    Messages is Apple’s built-in messaging app for iOS, iPadOS, and macOS that supports SMS, MMS, and iMessage communication across Apple devices.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02c87cc88190a9ec3712db18a8a7 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f4ef1a08190a232ed94595a86e8 completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b580e08e888190b48ddae4435c984a completed March 14, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69b5817b52bc8190aba6863a9ef05acf completed March 14, 2026, 3:40 p.m.
Created at: March 9, 2026, 3:44 p.m.