Triple
T23072463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denison, Iowa |
E575232
|
entity |
| Predicate | hasNotablePerson |
P304
|
FINISHED |
| Object |
James Hansen
James Hansen is a prominent American climate scientist and former NASA researcher known for his pioneering work on global warming and early warnings about climate change.
|
E138441
|
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: James Hansen | Statement: [Denison, Iowa, hasNotablePerson, James Hansen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Hansen Context triple: [Denison, Iowa, hasNotablePerson, James Hansen]
-
A.
James Hansen
James Hansen is a prominent American climate scientist and former NASA researcher known for his early and influential warnings about global warming and advocacy for climate action.
-
B.
James R. Hansen
James R. Hansen is an American historian and author best known for writing the authorized biography of astronaut Neil Armstrong.
-
C.
Richard P. Turco
Richard P. Turco is an atmospheric scientist known for his pioneering research on nuclear winter and the climatic effects of large-scale environmental disturbances.
-
D.
Wallace S. Broecker
Wallace S. Broecker was an influential American geochemist and climate scientist renowned for pioneering research on the global carbon cycle and popularizing the term "global warming."
-
E.
Edward Soffel
Edward Soffel was a Pittsburgh judge best known historically as the husband of Kate Soffel, who infamously aided the 1902 jailbreak of the Biddle brothers.
- 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: James Hansen Triple: [Denison, Iowa, hasNotablePerson, James Hansen]
Generated description
James Hansen is a prominent American climate scientist and former NASA researcher known for his pioneering work on global warming and early warnings about climate change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Hansen Target entity description: James Hansen is a prominent American climate scientist and former NASA researcher known for his pioneering work on global warming and early warnings about climate change.
-
A.
James Hansen
chosen
James Hansen is a prominent American climate scientist and former NASA researcher known for his early and influential warnings about global warming and advocacy for climate action.
-
B.
James R. Hansen
James R. Hansen is an American historian and author best known for writing the authorized biography of astronaut Neil Armstrong.
-
C.
Richard P. Turco
Richard P. Turco is an atmospheric scientist known for his pioneering research on nuclear winter and the climatic effects of large-scale environmental disturbances.
-
D.
Wallace S. Broecker
Wallace S. Broecker was an influential American geochemist and climate scientist renowned for pioneering research on the global carbon cycle and popularizing the term "global warming."
-
E.
Edward Soffel
Edward Soffel was a Pittsburgh judge best known historically as the husband of Kate Soffel, who infamously aided the 1902 jailbreak of the Biddle brothers.
- F. None of above.
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_69e245be28d48190ad1348d5a73db37d |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18c60fa6c81908496f181c7d62033 |
completed | April 29, 2026, 4:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c23da2dfc8190a8b9239fa1ad5ebe |
completed | May 19, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_6a0c271d8fc48190a818c73660218022 |
completed | May 19, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c2951a718819088c1c7d8435586ec |
completed | May 19, 2026, 9:11 a.m. |
Created at: April 17, 2026, 3:56 p.m.