Triple
T9524341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Gregory S. Hubbard
Gregory S. Hubbard is an American individual known primarily for his involvement in a high-profile terrorism-related criminal case.
|
E909714
|
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: Gregory S. Hubbard | Statement: [Hubbard, hasNotableBearer, Gregory S. Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gregory S. Hubbard Context triple: [Hubbard, hasNotableBearer, Gregory S. Hubbard]
-
A.
Clifford G. Gaddy
Clifford G. Gaddy is an American economist and Russia expert known for his work on the Russian economy and coauthoring influential books on Vladimir Putin and Russian policy.
-
B.
James S. Voss
James S. Voss is a retired U.S. Army officer and NASA astronaut who flew on multiple Space Shuttle missions and spent over five months aboard the International Space Station.
-
C.
Timothy L. Pflueger
Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
-
D.
Gregory L. Norris
Gregory L. Norris is a recognized figure in his field, honored for his significant contributions with the prestigious Silver Hammer Award.
-
E.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
- 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: Gregory S. Hubbard Triple: [Hubbard, hasNotableBearer, Gregory S. Hubbard]
Generated description
Gregory S. Hubbard is an American individual known primarily for his involvement in a high-profile terrorism-related criminal case.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gregory S. Hubbard Target entity description: Gregory S. Hubbard is an American individual known primarily for his involvement in a high-profile terrorism-related criminal case.
-
A.
Clifford G. Gaddy
Clifford G. Gaddy is an American economist and Russia expert known for his work on the Russian economy and coauthoring influential books on Vladimir Putin and Russian policy.
-
B.
James S. Voss
James S. Voss is a retired U.S. Army officer and NASA astronaut who flew on multiple Space Shuttle missions and spent over five months aboard the International Space Station.
-
C.
Timothy L. Pflueger
Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
-
D.
Gregory L. Norris
Gregory L. Norris is a recognized figure in his field, honored for his significant contributions with the prestigious Silver Hammer Award.
-
E.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
- 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_69ca847870a881909d8d751a7d29da39 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9899f99481908d374528716027f8 |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e482d55a04819090d95f7a4abb6e29 |
completed | April 19, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69e485f46f0c81908dbe5b47322ab7b7 |
completed | April 19, 2026, 7:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4878dd95c81908ceaf91ee46f49c1 |
completed | April 19, 2026, 7:43 a.m. |
Created at: March 30, 2026, 7:59 p.m.