Triple
T13547535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What We Know About Climate Change |
E323551
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Kerry Emanuel |
E62074
|
NE FINISHED |
How this triple was built (2 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: Kerry Emanuel | Statement: [What We Know About Climate Change, author, Kerry Emanuel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kerry Emanuel Context triple: [What We Know About Climate Change, author, Kerry Emanuel]
-
A.
Kerry Emanuel
chosen
Kerry Emanuel is an American atmospheric scientist renowned for his pioneering research on tropical cyclones and the impact of climate change on hurricane intensity.
-
B.
Howard Drossin
Howard Drossin is an American composer and sound designer best known for his work on video game soundtracks, including several Sega titles.
-
C.
William Gray
William Gray was a prominent early American merchant and political figure from Massachusetts whose influence and legacy are reflected in regional landmarks bearing his name.
-
D.
Tapio Schneider
Tapio Schneider is a climate scientist known for his research on atmospheric dynamics and climate modeling, particularly related to clouds and climate change.
-
E.
Herbert Saffir
Herbert Saffir was an American civil engineer who co-developed the Saffir–Simpson Hurricane Wind Scale used to classify hurricane intensity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafdb466881908fb46642dc66849d |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da2c2008190b43a653a349ea0c7 |
completed | May 3, 2026, 2:37 p.m. |
Created at: April 9, 2026, 9:45 p.m.