Triple
T9128515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snowball Earth glaciations |
E219023
|
entity |
| Predicate | popularizedBy |
P4586
|
FINISHED |
| Object |
Daniel P. Schrag
Daniel P. Schrag is an American geologist and climate scientist known for his influential work on Earth's ancient climate, including the Snowball Earth hypothesis, and for advising on contemporary climate and energy policy.
|
E779330
|
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: Daniel P. Schrag | Statement: [Snowball Earth glaciations, popularizedBy, Daniel P. Schrag]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel P. Schrag Context triple: [Snowball Earth glaciations, popularizedBy, Daniel P. Schrag]
-
A.
Howard Drossin
Howard Drossin is an American composer and sound designer best known for his work on video game soundtracks, including several Sega titles.
-
B.
Steven Weisberg
Steven Weisberg was an American film editor known for his work on major studio features including Alfonso Cuarón’s films such as A Little Princess and Harry Potter and the Prisoner of Azkaban.
-
C.
Chris Seager
Chris Seager is a British cinematographer known for his work on film and television dramas, including the production "Gideon's Daughter."
-
D.
Gavin A. Schmidt
Gavin A. Schmidt is a climate scientist known for his work on climate modeling and for directing NASA’s Goddard Institute for Space Studies.
-
E.
Bruce T. Draine
Bruce T. Draine is an American astrophysicist renowned for his influential work on interstellar dust and the interstellar medium.
- 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: Daniel P. Schrag Triple: [Snowball Earth glaciations, popularizedBy, Daniel P. Schrag]
Generated description
Daniel P. Schrag is an American geologist and climate scientist known for his influential work on Earth's ancient climate, including the Snowball Earth hypothesis, and for advising on contemporary climate and energy policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel P. Schrag Target entity description: Daniel P. Schrag is an American geologist and climate scientist known for his influential work on Earth's ancient climate, including the Snowball Earth hypothesis, and for advising on contemporary climate and energy policy.
-
A.
Howard Drossin
Howard Drossin is an American composer and sound designer best known for his work on video game soundtracks, including several Sega titles.
-
B.
Steven Weisberg
Steven Weisberg was an American film editor known for his work on major studio features including Alfonso Cuarón’s films such as A Little Princess and Harry Potter and the Prisoner of Azkaban.
-
C.
Chris Seager
Chris Seager is a British cinematographer known for his work on film and television dramas, including the production "Gideon's Daughter."
-
D.
Gavin A. Schmidt
Gavin A. Schmidt is a climate scientist known for his work on climate modeling and for directing NASA’s Goddard Institute for Space Studies.
-
E.
Bruce T. Draine
Bruce T. Draine is an American astrophysicist renowned for his influential work on interstellar dust and the interstellar medium.
- 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_69ca83debfc0819095800583e97ab10f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8cc85b081908ee80db0e3b7df15 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030a934988190976aa359f9f902c3 |
completed | April 3, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d032a7d9808190a4b3be86e49afb22 |
completed | April 3, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0337057048190af062152688599a1 |
completed | April 3, 2026, 9:38 p.m. |
Created at: March 30, 2026, 7:18 p.m.