Triple
T10118244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brock Adams |
E223216
|
entity |
| Predicate | succeededByAsSecretaryOfTransportation |
P92293
|
FINISHED |
| Object |
Neil Goldschmidt
Neil Goldschmidt is an American politician and Democrat who served as U.S. Secretary of Transportation under President Jimmy Carter and later as governor of Oregon.
|
E842307
|
NE FINISHED |
How this triple was built (5 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: Neil Goldschmidt | Statement: [Brock Adams, succeededByAsSecretaryOfTransportation, Neil Goldschmidt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neil Goldschmidt Context triple: [Brock Adams, succeededByAsSecretaryOfTransportation, Neil Goldschmidt]
-
A.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
B.
Kyle Stevenson
Kyle Stevenson is an individual known for being a member of the band Helmet.
-
C.
Ben Lehner
Ben Lehner is a prominent geneticist and systems biologist known for his research on gene regulation, variability, and disease, recognized internationally for his contributions to molecular biology.
-
D.
Casey Silver
Casey Silver is an American film producer and former Universal Pictures chairman known for overseeing and producing a range of major Hollywood films.
-
E.
Jack Cummings
Jack Cummings was an American film producer best known for his work on classic MGM musicals in the mid-20th century.
- 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: Neil Goldschmidt Triple: [Brock Adams, succeededByAsSecretaryOfTransportation, Neil Goldschmidt]
Generated description
Neil Goldschmidt is an American politician and Democrat who served as U.S. Secretary of Transportation under President Jimmy Carter and later as governor of Oregon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neil Goldschmidt Target entity description: Neil Goldschmidt is an American politician and Democrat who served as U.S. Secretary of Transportation under President Jimmy Carter and later as governor of Oregon.
-
A.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
B.
Kyle Stevenson
Kyle Stevenson is an individual known for being a member of the band Helmet.
-
C.
Ben Lehner
Ben Lehner is a prominent geneticist and systems biologist known for his research on gene regulation, variability, and disease, recognized internationally for his contributions to molecular biology.
-
D.
Casey Silver
Casey Silver is an American film producer and former Universal Pictures chairman known for overseeing and producing a range of major Hollywood films.
-
E.
Jack Cummings
Jack Cummings was an American film producer best known for his work on classic MGM musicals in the mid-20th century.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: succeededByAsSecretaryOfTransportation Context triple: [Brock Adams, succeededByAsSecretaryOfTransportation, Neil Goldschmidt]
-
A.
succeededByAsSecretaryOfCommerce
Indicates that one person directly followed another in holding the position of Secretary of Commerce.
-
B.
succeededByAsNationalSecurityAdvisor
Indicates that one person directly followed another in the role of National Security Advisor.
-
C.
succeededByAsWhiteHouseChiefOfStaff
Indicates that one person was followed in the role of White House Chief of Staff by another person.
-
D.
succeededBy (U.S. Secretary of Homeland Security)
Indicates that one individual later took over the position of U.S. Secretary of Homeland Security from another, serving as their direct successor in that office.
-
E.
succeededBy (Acting White House Chief of Staff)
Indicates that one individual who served as Acting White House Chief of Staff was followed in that role by another specific individual.
- F. None of above. chosen
Provenance (7 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_69ca8422047c81909d66b717b8b18cf3 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd26317948190901197adbac01ed3 |
completed | April 2, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cc350310819096cca4cc251e3428 |
completed | April 5, 2026, 8:55 p.m. |
| NEDg | Description generation | batch_69d2cd8f0a688190a437b7e2d158c70c |
completed | April 5, 2026, 9:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ce422e4c8190b54b94cdfa0c4c98 |
completed | April 5, 2026, 9:04 p.m. |
| PD | Predicate disambiguation | batch_69cd4b9ed7e48190aa132ef8a69b49f9 |
completed | April 1, 2026, 4:45 p.m. |
| PDg | Predicate description generation | batch_69cd4f8f869c8190a82ad040993e0244 |
completed | April 1, 2026, 5:02 p.m. |
Created at: March 30, 2026, 9:04 p.m.