Triple
T7272133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Saberhagen's Berserker series |
E161131
|
entity |
| Predicate | containsWork |
P2011
|
FINISHED |
| Object |
Brother Assassin
Brother Assassin is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying machines.
|
E654386
|
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: Brother Assassin | Statement: [Fred Saberhagen's Berserker series, containsWork, Brother Assassin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brother Assassin Context triple: [Fred Saberhagen's Berserker series, containsWork, Brother Assassin]
-
A.
Assassin
Assassin is a stand-up comedy special by Margaret Cho known for its sharp political satire and candid social commentary.
-
B.
Assassin
Assassin is a rapper known for his energetic delivery and collaborations within the hip-hop and dancehall scenes.
-
C.
The Assassin
The Assassin is the alternative title of "Venetian Bird," a 1952 British film noir thriller directed by Ralph Thomas and set against the backdrop of postwar Venice.
-
D.
Basher Tarr
Basher Tarr is a skilled British explosives and munitions expert who serves as a key member of Danny Ocean’s heist crew in the Ocean’s film series.
-
E.
The Butcher
"The Butcher" is the notorious nickname of Spanish general Valeriano Weyler, remembered for his brutal reconcentration policies in Cuba during the late 19th century.
- 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: Brother Assassin Triple: [Fred Saberhagen's Berserker series, containsWork, Brother Assassin]
Generated description
Brother Assassin is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying machines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brother Assassin Target entity description: Brother Assassin is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying machines.
-
A.
Assassin
Assassin is a rapper known for his energetic delivery and collaborations within the hip-hop and dancehall scenes.
-
B.
Assassin
Assassin is a stand-up comedy special by Margaret Cho known for its sharp political satire and candid social commentary.
-
C.
The Assassin
The Assassin is the alternative title of "Venetian Bird," a 1952 British film noir thriller directed by Ralph Thomas and set against the backdrop of postwar Venice.
-
D.
Basher Tarr
Basher Tarr is a skilled British explosives and munitions expert who serves as a key member of Danny Ocean’s heist crew in the Ocean’s film series.
-
E.
The Butcher
"The Butcher" is the notorious nickname of Spanish general Valeriano Weyler, remembered for his brutal reconcentration policies in Cuba during the late 19th century.
- 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_69c6885181008190b419040e22939c7c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb0a03888190b5aa1da80dd303c5 |
completed | March 27, 2026, 8:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db25658481909fc8cf86deb436a4 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7df68b27081909acd7b903546f1c2 |
completed | March 28, 2026, 2:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dfdea8a48190b901003a4a60d36f |
completed | March 28, 2026, 2:04 p.m. |
Created at: March 27, 2026, 2:58 p.m.