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.