Triple
T13727549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leonard Hubbard |
E329704
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Hub
Hub is the stage name of Leonard Hubbard, the longtime bassist for the hip-hop band The Roots.
|
E1057041
|
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: Hub | Statement: [Leonard Hubbard, alsoKnownAs, Hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hub Context triple: [Leonard Hubbard, alsoKnownAs, Hub]
-
A.
Hub
Hub is an industrial and commercial city in southern Pakistan, located near Karachi in the province of Balochistan.
-
B.
HUB
HUB is an independent record label known for releasing music by artists such as Dawes, including their album "All Your Favorite Bands."
-
C.
The Hub
The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
-
D.
The Hub
The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
-
E.
The Hub
The Hub was a U.S. cable television channel (later rebranded as Discovery Family) known for airing family-oriented and children’s programming, including series tied to popular toy and entertainment franchises.
- 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: Hub Triple: [Leonard Hubbard, alsoKnownAs, Hub]
Generated description
Hub is the stage name of Leonard Hubbard, the longtime bassist for the hip-hop band The Roots.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hub Target entity description: Hub is the stage name of Leonard Hubbard, the longtime bassist for the hip-hop band The Roots.
-
A.
Hub
Hub is an industrial and commercial city in southern Pakistan, located near Karachi in the province of Balochistan.
-
B.
HUB
HUB is an independent record label known for releasing music by artists such as Dawes, including their album "All Your Favorite Bands."
-
C.
The Hub
The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
-
D.
The Hub
The Hub was a U.S. cable television channel (later rebranded as Discovery Family) known for airing family-oriented and children’s programming, including series tied to popular toy and entertainment franchises.
-
E.
The Hub
The Hub is a secure S.H.I.E.L.D. facility featured in Marvel's Agents of S.H.I.E.L.D., serving as a major operations and logistics center for the organization.
- 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_69d80772315881908f980cae40d91664 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69de01f63c1c8190a7d0b84f319aa99b |
completed | April 14, 2026, 8:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d6302e081908e2680443852d9fd |
completed | May 3, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69f79e77b5e88190a85f4061c8abb8a4 |
completed | May 3, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fa5249481909b2c046ed9801371 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 9:55 p.m.