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.