Triple

T8985115
Position Surface form Disambiguated ID Type / Status
Subject Wendy Benchley E214642 entity
Predicate boardMemberOf P10 FINISHED
Object Blue Frontier Campaign
Blue Frontier Campaign is a U.S.-based ocean conservation organization focused on protecting marine ecosystems and promoting sustainable ocean policies through advocacy, education, and grassroots activism.
E771637 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: Blue Frontier Campaign | Statement: [Wendy Benchley, boardMemberOf, Blue Frontier Campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blue Frontier Campaign
Context triple: [Wendy Benchley, boardMemberOf, Blue Frontier Campaign]
  • A. The Campaign
    The Campaign is a 1704 poem by Joseph Addison celebrating the Duke of Marlborough’s victory at the Battle of Blenheim and helping establish Addison’s literary reputation.
  • B. The Campaign
    The Campaign is a 2012 political comedy film that satirizes American election culture, co-starring Jason Sudeikis alongside Will Ferrell and Zach Galifianakis.
  • C. The In Campaign
    The In Campaign was the official cross-party group that campaigned for the United Kingdom to remain in the European Union during the 2016 EU membership referendum.
  • D. Mission Blue
    Mission Blue is a marine conservation organization led by oceanographer Sylvia Earle that works to protect critical ocean areas known as "Hope Spots" worldwide.
  • E. A Civil Campaign
    A Civil Campaign is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga that blends political intrigue with romantic comedy centered on Miles Vorkosigan.
  • 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: Blue Frontier Campaign
Triple: [Wendy Benchley, boardMemberOf, Blue Frontier Campaign]
Generated description
Blue Frontier Campaign is a U.S.-based ocean conservation organization focused on protecting marine ecosystems and promoting sustainable ocean policies through advocacy, education, and grassroots activism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blue Frontier Campaign
Target entity description: Blue Frontier Campaign is a U.S.-based ocean conservation organization focused on protecting marine ecosystems and promoting sustainable ocean policies through advocacy, education, and grassroots activism.
  • A. The Campaign
    The Campaign is a 1704 poem by Joseph Addison celebrating the Duke of Marlborough’s victory at the Battle of Blenheim and helping establish Addison’s literary reputation.
  • B. The Campaign
    The Campaign is a 2012 political comedy film that satirizes American election culture, co-starring Jason Sudeikis alongside Will Ferrell and Zach Galifianakis.
  • C. The In Campaign
    The In Campaign was the official cross-party group that campaigned for the United Kingdom to remain in the European Union during the 2016 EU membership referendum.
  • D. Mission Blue
    Mission Blue is a marine conservation organization led by oceanographer Sylvia Earle that works to protect critical ocean areas known as "Hope Spots" worldwide.
  • E. A Civil Campaign
    A Civil Campaign is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga that blends political intrigue with romantic comedy centered on Miles Vorkosigan.
  • 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_69ca839f76bc8190a4b7123cdd682199 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67ecc5188190a6fb4d5456893121 completed April 1, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0b89a7481908f747043d2a68a37 completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd14a28d48190b63561f9a537daeb completed April 3, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69cfd1fd6db08190921285c3cfd3ce91 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:03 p.m.