Triple
T9524328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
George Hubbard
George Hubbard is a person notable enough to be recognized as a significant bearer of the surname Hubbard.
|
E804836
|
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: George Hubbard | Statement: [Hubbard, hasNotableBearer, George Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Hubbard Context triple: [Hubbard, hasNotableBearer, George Hubbard]
-
A.
Richard B. Hubbard
Richard B. Hubbard was a 19th-century American politician who served as Governor of Texas and later as U.S. Minister to Japan.
-
B.
Frank Seiberling
Frank Seiberling was an American industrialist best known for founding the Goodyear Tire & Rubber Company, which became one of the world’s leading tire manufacturers.
-
C.
Leonard Hubbard
Leonard Hubbard was an American bassist best known for his long tenure with the hip-hop band The Roots.
-
D.
Edwin Blashfield
Edwin Blashfield was an American muralist and painter best known for his large-scale allegorical works in prominent public buildings across the United States.
-
E.
George P. Merrill
George P. Merrill was an American geologist and curator at the Smithsonian Institution known for his influential work in petrology and the study of building stones.
- 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: George Hubbard Triple: [Hubbard, hasNotableBearer, George Hubbard]
Generated description
George Hubbard is a person notable enough to be recognized as a significant bearer of the surname Hubbard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Hubbard Target entity description: George Hubbard is a person notable enough to be recognized as a significant bearer of the surname Hubbard.
-
A.
Richard B. Hubbard
Richard B. Hubbard was a 19th-century American politician who served as Governor of Texas and later as U.S. Minister to Japan.
-
B.
Frank Seiberling
Frank Seiberling was an American industrialist best known for founding the Goodyear Tire & Rubber Company, which became one of the world’s leading tire manufacturers.
-
C.
Leonard Hubbard
Leonard Hubbard was an American bassist best known for his long tenure with the hip-hop band The Roots.
-
D.
Edwin Blashfield
Edwin Blashfield was an American muralist and painter best known for his large-scale allegorical works in prominent public buildings across the United States.
-
E.
George P. Merrill
George P. Merrill was an American geologist and curator at the Smithsonian Institution known for his influential work in petrology and the study of building stones.
- 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_69d14c1f10748190a36d2092d593be97 |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14cbfcbbc8190b6601a99dc773cb3 |
completed | April 4, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14d29d32c8190a8615b3450492abc |
completed | April 4, 2026, 5:40 p.m. |
Created at: March 30, 2026, 7:59 p.m.