Triple

T2704482
Position Surface form Disambiguated ID Type / Status
Subject Cass Sunstein E59309 entity
Predicate notableWork P4 FINISHED
Object Republic.com
Republic.com is a book by legal scholar Cass Sunstein that examines how the internet and personalized media can fragment public discourse and threaten democratic deliberation.
E290292 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: Republic.com | Statement: [Cass Sunstein, notableWork, Republic.com]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republic.com
Context triple: [Cass Sunstein, notableWork, Republic.com]
  • A. Reuters
    Reuters is a major international news agency and media organization known for providing real-time news and financial information to outlets and markets worldwide.
  • B. Wikinews
    Wikinews is a free, collaboratively written online news source that is part of the Wikimedia family of projects.
  • C. Pacific Reporter
    The Pacific Reporter is a regional case law reporter that publishes appellate court decisions from western U.S. states as part of the National Reporter System.
  • D. National Post
    The National Post is a Canadian English-language daily newspaper known for its national coverage and generally conservative editorial stance.
  • E. The Independent Journal
    The Independent Journal was a New York newspaper in the late 18th century known for publishing many of the Federalist Papers.
  • 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: Republic.com
Triple: [Cass Sunstein, notableWork, Republic.com]
Generated description
Republic.com is a book by legal scholar Cass Sunstein that examines how the internet and personalized media can fragment public discourse and threaten democratic deliberation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republic.com
Target entity description: Republic.com is a book by legal scholar Cass Sunstein that examines how the internet and personalized media can fragment public discourse and threaten democratic deliberation.
  • A. Reuters
    Reuters is a major international news agency and media organization known for providing real-time news and financial information to outlets and markets worldwide.
  • B. Wikinews
    Wikinews is a free, collaboratively written online news source that is part of the Wikimedia family of projects.
  • C. Pacific Reporter
    The Pacific Reporter is a regional case law reporter that publishes appellate court decisions from western U.S. states as part of the National Reporter System.
  • D. National Post
    The National Post is a Canadian English-language daily newspaper known for its national coverage and generally conservative editorial stance.
  • E. The Independent Journal
    The Independent Journal was a New York newspaper in the late 18th century known for publishing many of the Federalist Papers.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda518c58819096c8b67c0f754655 completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf79c8648190a9041dd2903a1429 completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb002b86881909401e1bec24b76bf completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb0e906f88190b182cbfe81122eed completed March 10, 2026, 5:49 a.m.
Created at: March 6, 2026, 9:55 p.m.