Triple
T9524329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
John Hubbard
John Hubbard is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
|
E804044
|
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: John Hubbard | Statement: [Hubbard, hasNotableBearer, John Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hubbard Context triple: [Hubbard, hasNotableBearer, John Hubbard]
-
A.
John Mason Good
John Mason Good was an English physician, scholar, and prolific writer of the late 18th and early 19th centuries, known for his works in medical literature, translation, and religious scholarship.
-
B.
Algur H. Meadows
Algur H. Meadows was an American oil tycoon and philanthropist best known for his major art patronage and charitable contributions, including the establishment of the Meadows Museum.
-
C.
Charles Warren Eaton
Charles Warren Eaton was an American painter associated with the Tonalist movement, best known for his atmospheric landscapes and evocative use of light and shadow.
-
D.
Frank Marshall Davis
Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
-
E.
Andreas Whittam Smith
Andreas Whittam Smith is a British journalist and newspaper editor best known as the founding editor of the UK national newspaper The Independent.
- 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: John Hubbard Triple: [Hubbard, hasNotableBearer, John Hubbard]
Generated description
John Hubbard is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Hubbard Target entity description: John Hubbard is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
-
A.
John Mason Good
John Mason Good was an English physician, scholar, and prolific writer of the late 18th and early 19th centuries, known for his works in medical literature, translation, and religious scholarship.
-
B.
Algur H. Meadows
Algur H. Meadows was an American oil tycoon and philanthropist best known for his major art patronage and charitable contributions, including the establishment of the Meadows Museum.
-
C.
Charles Warren Eaton
Charles Warren Eaton was an American painter associated with the Tonalist movement, best known for his atmospheric landscapes and evocative use of light and shadow.
-
D.
Frank Marshall Davis
Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
-
E.
Andreas Whittam Smith
Andreas Whittam Smith is a British journalist and newspaper editor best known as the founding editor of the UK national newspaper The Independent.
- 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_69d13a61fbd08190bb68ffe29da3a34a |
completed | April 4, 2026, 4:20 p.m. |
| NEDg | Description generation | batch_69d13c0344388190aefc18936b17b9f0 |
completed | April 4, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13c7b2954819096a276e083d4fed1 |
completed | April 4, 2026, 4:29 p.m. |
Created at: March 30, 2026, 7:59 p.m.