Triple
T9524322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubbard |
E229721
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Barbara Marx Hubbard
Barbara Marx Hubbard was an American futurist, author, and spiritual teacher known for her work on conscious evolution and social transformation.
|
E804043
|
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: Barbara Marx Hubbard | Statement: [Hubbard, hasNotableBearer, Barbara Marx Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Marx Hubbard Context triple: [Hubbard, hasNotableBearer, Barbara Marx Hubbard]
-
A.
Brenda Chenowith
Brenda Chenowith is a complex, intellectually gifted but emotionally troubled woman who becomes deeply entwined with the Fisher family in the HBO drama series "Six Feet Under."
-
B.
Marcia Lynne Bertrand
Marcia Lynne Bertrand was an American actress and humanitarian best known as the mother of Angelina Jolie and for her advocacy work, including co-founding the All Tribes Foundation.
-
C.
Karen Verne
Karen Verne was a German-born actress who appeared in Hollywood films of the 1940s and was once married to actor Peter Lorre.
-
D.
Susan Norton
Susan Norton is a central protagonist in Stephen King’s horror novel "Salem’s Lot," known for her involvement in uncovering and confronting the vampire infestation in the town.
-
E.
Debra Hammer
Debra Hammer is the protagonist of the 1981 American comedy film "Yesterday."
- 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: Barbara Marx Hubbard Triple: [Hubbard, hasNotableBearer, Barbara Marx Hubbard]
Generated description
Barbara Marx Hubbard was an American futurist, author, and spiritual teacher known for her work on conscious evolution and social transformation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Marx Hubbard Target entity description: Barbara Marx Hubbard was an American futurist, author, and spiritual teacher known for her work on conscious evolution and social transformation.
-
A.
Brenda Chenowith
Brenda Chenowith is a complex, intellectually gifted but emotionally troubled woman who becomes deeply entwined with the Fisher family in the HBO drama series "Six Feet Under."
-
B.
Marcia Lynne Bertrand
Marcia Lynne Bertrand was an American actress and humanitarian best known as the mother of Angelina Jolie and for her advocacy work, including co-founding the All Tribes Foundation.
-
C.
Karen Verne
Karen Verne was a German-born actress who appeared in Hollywood films of the 1940s and was once married to actor Peter Lorre.
-
D.
Susan Norton
Susan Norton is a central protagonist in Stephen King’s horror novel "Salem’s Lot," known for her involvement in uncovering and confronting the vampire infestation in the town.
-
E.
Debra Hammer
Debra Hammer is the protagonist of the 1981 American comedy film "Yesterday."
- 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.