Triple

T1848525
Position Surface form Disambiguated ID Type / Status
Subject Pacific Decadal Oscillation E41339 entity
Predicate discoveredBy P412 FINISHED
Object Steven R. Hare
Steven R. Hare is a fisheries scientist and climatologist best known for identifying and characterizing the Pacific Decadal Oscillation, a long-term climate variability pattern in the Pacific Ocean.
E338423 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: Steven R. Hare | Statement: [Pacific Decadal Oscillation, discoveredBy, Steven R. Hare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steven R. Hare
Context triple: [Pacific Decadal Oscillation, discoveredBy, Steven R. Hare]
  • A. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • B. Barry K. Carpenter
    Barry K. Carpenter is a theoretical and physical chemist known for his work on reaction mechanisms and potential energy surfaces in organic and organometallic chemistry.
  • C. Peter D. Martin
    Peter D. Martin was an American writer, academic, and publisher best known as the co-founder of San Francisco’s influential City Lights Bookstore and its associated publishing house.
  • D. David C. Hilmers
    David C. Hilmers is a former NASA astronaut and U.S. Marine Corps officer who flew on multiple Space Shuttle missions before later becoming a physician and academic.
  • E. David M. Satterfield
    David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
  • 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: Steven R. Hare
Triple: [Pacific Decadal Oscillation, discoveredBy, Steven R. Hare]
Generated description
Steven R. Hare is a fisheries scientist and climatologist best known for identifying and characterizing the Pacific Decadal Oscillation, a long-term climate variability pattern in the Pacific Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steven R. Hare
Target entity description: Steven R. Hare is a fisheries scientist and climatologist best known for identifying and characterizing the Pacific Decadal Oscillation, a long-term climate variability pattern in the Pacific Ocean.
  • A. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • B. Barry K. Carpenter
    Barry K. Carpenter is a theoretical and physical chemist known for his work on reaction mechanisms and potential energy surfaces in organic and organometallic chemistry.
  • C. Peter D. Martin
    Peter D. Martin was an American writer, academic, and publisher best known as the co-founder of San Francisco’s influential City Lights Bookstore and its associated publishing house.
  • D. David C. Hilmers
    David C. Hilmers is a former NASA astronaut and U.S. Marine Corps officer who flew on multiple Space Shuttle missions before later becoming a physician and academic.
  • E. David M. Satterfield
    David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
  • 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_69a88648cd44819093303206d96d76ad completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb05412a08190855ea453d1264ea3 completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69b261a163a08190bd5bdb95725e4072 completed March 12, 2026, 6:48 a.m.
NEDg Description generation batch_69b264c2b3e88190bdfb33f12c318c70 completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b2689419808190adb9b69bf3185daf completed March 12, 2026, 7:17 a.m.
Created at: March 4, 2026, 7:33 p.m.