Triple
T9524345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Samuel Hubbard
Samuel Hubbard is a relatively obscure individual whose primary distinction is sharing the surname associated with the broader Hubbard family name.
|
E810424
|
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: Samuel Hubbard | Statement: [Hubbard, hasNotableBearer, Samuel Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samuel Hubbard Context triple: [Hubbard, hasNotableBearer, Samuel Hubbard]
-
A.
Nathaniel Hubbard
Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
-
B.
Samuel Gray
Samuel Gray was one of the colonial civilians killed by British soldiers during the 1770 Boston Massacre, an event that helped fuel American revolutionary sentiment.
-
C.
Samuel Weaver
Samuel Weaver was the teenage son of Randy Weaver who was fatally shot by U.S. marshals during the 1992 Ruby Ridge standoff in Idaho.
-
D.
Samuel Franklin Emmons
Samuel Franklin Emmons was a prominent 19th-century American geologist and explorer known for his influential surveys of the American West and contributions to the understanding of its mineral resources.
-
E.
Lucius Frederick Hubbard
Lucius Frederick Hubbard was an American politician, Civil War veteran, and the ninth governor of Minnesota, serving from 1882 to 1887.
- 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: Samuel Hubbard Triple: [Hubbard, hasNotableBearer, Samuel Hubbard]
Generated description
Samuel Hubbard is a relatively obscure individual whose primary distinction is sharing the surname associated with the broader Hubbard family name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samuel Hubbard Target entity description: Samuel Hubbard is a relatively obscure individual whose primary distinction is sharing the surname associated with the broader Hubbard family name.
-
A.
Nathaniel Hubbard
Nathaniel Hubbard is a relatively obscure individual whose name is notably recorded as a bearer of the Hubbard surname.
-
B.
Samuel Gray
Samuel Gray was one of the colonial civilians killed by British soldiers during the 1770 Boston Massacre, an event that helped fuel American revolutionary sentiment.
-
C.
Samuel Weaver
Samuel Weaver was the teenage son of Randy Weaver who was fatally shot by U.S. marshals during the 1992 Ruby Ridge standoff in Idaho.
-
D.
Samuel Franklin Emmons
Samuel Franklin Emmons was a prominent 19th-century American geologist and explorer known for his influential surveys of the American West and contributions to the understanding of its mineral resources.
-
E.
Lucius Frederick Hubbard
Lucius Frederick Hubbard was an American politician, Civil War veteran, and the ninth governor of Minnesota, serving from 1882 to 1887.
- 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_69d178eb63e08190b069faaa0c5dbcb2 |
completed | April 4, 2026, 8:47 p.m. |
| NEDg | Description generation | batch_69d17b33ba6c8190a4d08d29ea6c7b86 |
completed | April 4, 2026, 8:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17bb23b68819083a54ff8a19f741c |
completed | April 4, 2026, 8:59 p.m. |
Created at: March 30, 2026, 7:59 p.m.