Triple
T9524326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Thomas Hubbard
Thomas Hubbard is a personal name shared by multiple individuals, including figures in fields such as academia, politics, and business.
|
E804835
|
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: Thomas Hubbard | Statement: [Hubbard, hasNotableBearer, Thomas Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Hubbard Context triple: [Hubbard, hasNotableBearer, Thomas Hubbard]
-
A.
Rufus Sewall
Rufus Sewall is a notable individual distinguished enough to be recognized as a prominent bearer of the Sewall surname.
-
B.
Theodore Sedgwick
Theodore Sedgwick was an American lawyer, politician, and jurist who served as Speaker of the U.S. House of Representatives in the late 18th century.
-
C.
Joseph Sweetman Ames
Joseph Sweetman Ames was an American physicist, educator, and longtime Johns Hopkins University president who played a key role in early U.S. aeronautics research and leadership of NACA, NASA’s predecessor.
-
D.
Samuel Norton
Samuel Norton is a fictional, authoritarian prison warden and primary antagonist in Stephen King's novella "Rita Hayworth and Shawshank Redemption" and its film adaptation "The Shawshank Redemption."
-
E.
Elizur Goodrich
Elizur Goodrich was an American lawyer, politician, and Yale professor who served as a U.S. Representative from Connecticut in the late 18th and early 19th centuries.
- 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: Thomas Hubbard Triple: [Hubbard, hasNotableBearer, Thomas Hubbard]
Generated description
Thomas Hubbard is a personal name shared by multiple individuals, including figures in fields such as academia, politics, and business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Hubbard Target entity description: Thomas Hubbard is a personal name shared by multiple individuals, including figures in fields such as academia, politics, and business.
-
A.
Rufus Sewall
Rufus Sewall is a notable individual distinguished enough to be recognized as a prominent bearer of the Sewall surname.
-
B.
Theodore Sedgwick
Theodore Sedgwick was an American lawyer, politician, and jurist who served as Speaker of the U.S. House of Representatives in the late 18th century.
-
C.
Joseph Sweetman Ames
Joseph Sweetman Ames was an American physicist, educator, and longtime Johns Hopkins University president who played a key role in early U.S. aeronautics research and leadership of NACA, NASA’s predecessor.
-
D.
Samuel Norton
Samuel Norton is a fictional, authoritarian prison warden and primary antagonist in Stephen King's novella "Rita Hayworth and Shawshank Redemption" and its film adaptation "The Shawshank Redemption."
-
E.
Elizur Goodrich
Elizur Goodrich was an American lawyer, politician, and Yale professor who served as a U.S. Representative from Connecticut in the late 18th and early 19th centuries.
- 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.