Triple

T3871535
Position Surface form Disambiguated ID Type / Status
Subject Married... with Children E92395 entity
Predicate productionCompany P490 FINISHED
Object Embassy Communications
Embassy Communications was a television production company best known for producing popular American sitcoms in the 1980s and early 1990s.
 E396203 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: Embassy Communications | Statement: [Married... with Children, productionCompany, Embassy Communications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Embassy Communications
Context triple: [Married... with Children, productionCompany, Embassy Communications]
  • A. Office of Public Diplomacy
    The Office of Public Diplomacy is a U.S. State Department unit responsible for shaping public understanding and support for U.S. foreign policy in Europe and Eurasia through strategic communication and outreach.
  • B. Public Diplomacy Division
    The Public Diplomacy Division is a NATO body responsible for communicating the Alliance’s policies, values, and activities to the public and fostering understanding and support among member and partner countries.
  • C. Strategic Communications with Member States Unit
    The Strategic Communications with Member States Unit is a specialized office within the UN Department of Peace Operations responsible for managing and coordinating communication and engagement with United Nations Member States on peace operations issues.
  • D. Office of Strategic Communications
    The Office of Strategic Communications is a component of the U.S. intelligence leadership structure responsible for managing and coordinating public affairs, messaging, and outreach related to national intelligence activities.
  • E. Diplomatic Service
    The Diplomatic Service is the professional body of officials who represent and manage the United Kingdom’s foreign relations and interests abroad.
  • 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: Embassy Communications
Triple: [Married... with Children, productionCompany, Embassy Communications]
Generated description
Embassy Communications was a television production company best known for producing popular American sitcoms in the 1980s and early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Embassy Communications
Target entity description: Embassy Communications was a television production company best known for producing popular American sitcoms in the 1980s and early 1990s.
  • A. Office of Public Diplomacy
    The Office of Public Diplomacy is a U.S. State Department unit responsible for shaping public understanding and support for U.S. foreign policy in Europe and Eurasia through strategic communication and outreach.
  • B. Public Diplomacy Division
    The Public Diplomacy Division is a NATO body responsible for communicating the Alliance’s policies, values, and activities to the public and fostering understanding and support among member and partner countries.
  • C. Strategic Communications with Member States Unit
    The Strategic Communications with Member States Unit is a specialized office within the UN Department of Peace Operations responsible for managing and coordinating communication and engagement with United Nations Member States on peace operations issues.
  • D. Office of Strategic Communications
    The Office of Strategic Communications is a component of the U.S. intelligence leadership structure responsible for managing and coordinating public affairs, messaging, and outreach related to national intelligence activities.
  • E. Diplomatic Service
    The Diplomatic Service is the professional body of officials who represent and manage the United Kingdom’s foreign relations and interests abroad.
  • 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_69aed967448c819086c4b358d37b25aa completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec54b0848190a8d4a0e4df7b6227 completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51249f1ec8190a1f6cc191bc94421 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b51352e2ec8190a207a6af96baaa33 completed March 14, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69b513e888008190892627805d2abd50 completed March 14, 2026, 7:53 a.m.
Created at: March 9, 2026, 3:20 p.m.