Triple
T17763837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Marsters |
E443450
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Marsters
Marsters is the surname of American actor and musician James Marsters, best known for his role as Spike in the television series "Buffy the Vampire Slayer."
|
E1287357
|
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: Marsters | Statement: [James Marsters, familyName, Marsters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsters Context triple: [James Marsters, familyName, Marsters]
-
A.
Masterson
Masterson is a surname most famously associated with Bat Masterson, the Old West lawman, gambler, and sportswriter.
-
B.
Mastro
Mastro is an Ontology-Based Data Access (OBDA) system that enables querying relational data sources through an ontology layer using high-level semantic queries.
-
C.
Mathers
Mathers is a Scottish-origin surname most notably associated with Samuel Liddell MacGregor Mathers, a key figure in the Hermetic Order of the Golden Dawn.
-
D.
Mothersbaugh
Mothersbaugh is the surname most prominently associated with American musician and composer Mark Mothersbaugh, co-founder of the new wave band Devo.
-
E.
Martz
Martz is a surname most notably associated with Mike Martz, an American football coach known for his innovative offensive strategies in the NFL.
- 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: Marsters Triple: [James Marsters, familyName, Marsters]
Generated description
Marsters is the surname of American actor and musician James Marsters, best known for his role as Spike in the television series "Buffy the Vampire Slayer."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsters Target entity description: Marsters is the surname of American actor and musician James Marsters, best known for his role as Spike in the television series "Buffy the Vampire Slayer."
-
A.
Masterson
Masterson is a surname most famously associated with Bat Masterson, the Old West lawman, gambler, and sportswriter.
-
B.
Mastro
Mastro is an Ontology-Based Data Access (OBDA) system that enables querying relational data sources through an ontology layer using high-level semantic queries.
-
C.
Mathers
Mathers is a Scottish-origin surname most notably associated with Samuel Liddell MacGregor Mathers, a key figure in the Hermetic Order of the Golden Dawn.
-
D.
Mothersbaugh
Mothersbaugh is the surname most prominently associated with American musician and composer Mark Mothersbaugh, co-founder of the new wave band Devo.
-
E.
Martz
Martz is a surname most notably associated with Mike Martz, an American football coach known for his innovative offensive strategies in the NFL.
- 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_69d8b9edf16c8190a59ebd245d378f4f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e485f9fa188190aef5ffeb0b628632 |
completed | April 19, 2026, 7:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02efbf6a4081908399ec1edf6f5a97 |
completed | May 12, 2026, 9:15 a.m. |
| NEDg | Description generation | batch_6a02f113a41c8190b17611eaa50516ca |
completed | May 12, 2026, 9:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f1e980f4819087eb191e13396581 |
completed | May 12, 2026, 9:24 a.m. |
Created at: April 10, 2026, 10:11 a.m.