Triple
T5848106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marion |
E129761
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Marion Zimmer Bradley
Marion Zimmer Bradley was an American science fiction and fantasy author best known for her Darkover series and the Arthurian retelling "The Mists of Avalon."
|
E549475
|
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: Marion Zimmer Bradley | Statement: [Marion, hasNotableBearer, Marion Zimmer Bradley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marion Zimmer Bradley Context triple: [Marion, hasNotableBearer, Marion Zimmer Bradley]
-
A.
Andre Norton
Andre Norton was a pioneering American science fiction and fantasy author, often called the "Grand Dame of Science Fiction and Fantasy," known for her influential works for young adults.
-
B.
C. J. Cherryh
C. J. Cherryh is an American science fiction and fantasy author renowned for her complex world-building, anthropological depth, and influential works such as the Alliance–Union universe and the Foreigner series.
-
C.
Sandra Henderson
Sandra Henderson is a Canadian former athlete best known for co-lighting the Olympic cauldron at the 1976 Summer Olympics in Montreal.
-
D.
Anne McCaffrey
Anne McCaffrey was an American-born science fiction and fantasy author best known for her Dragonriders of Pern series, which blended dragons with science-fictional worldbuilding.
-
E.
Lois McMaster Bujold
Lois McMaster Bujold is an acclaimed American science fiction and fantasy author best known for her Vorkosigan Saga and multiple Hugo and Nebula Award–winning novels.
- 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: Marion Zimmer Bradley Triple: [Marion, hasNotableBearer, Marion Zimmer Bradley]
Generated description
Marion Zimmer Bradley was an American science fiction and fantasy author best known for her Darkover series and the Arthurian retelling "The Mists of Avalon."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marion Zimmer Bradley Target entity description: Marion Zimmer Bradley was an American science fiction and fantasy author best known for her Darkover series and the Arthurian retelling "The Mists of Avalon."
-
A.
Andre Norton
Andre Norton was a pioneering American science fiction and fantasy author, often called the "Grand Dame of Science Fiction and Fantasy," known for her influential works for young adults.
-
B.
C. J. Cherryh
C. J. Cherryh is an American science fiction and fantasy author renowned for her complex world-building, anthropological depth, and influential works such as the Alliance–Union universe and the Foreigner series.
-
C.
Sandra Henderson
Sandra Henderson is a Canadian former athlete best known for co-lighting the Olympic cauldron at the 1976 Summer Olympics in Montreal.
-
D.
Anne McCaffrey
Anne McCaffrey was an American-born science fiction and fantasy author best known for her Dragonriders of Pern series, which blended dragons with science-fictional worldbuilding.
-
E.
Lois McMaster Bujold
Lois McMaster Bujold is an acclaimed American science fiction and fantasy author best known for her Vorkosigan Saga and multiple Hugo and Nebula Award–winning novels.
- 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_69c0084bd31c8190a796bb6284845e83 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03512d3548190920ac882189500d9 |
completed | March 22, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1ad4d888190b4a1e605887b2e2c |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a27765688190b02a1b0cd39a87fe |
completed | March 23, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a2ff1a948190b4ac9e6e5941ef62 |
completed | March 23, 2026, 2:18 a.m. |
Created at: March 22, 2026, 3:55 p.m.