Triple
T545486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D. B. Weiss |
E12722
|
entity |
| Predicate | basedSeriesOn |
P7125
|
FINISHED |
| Object |
A Song of Ice and Fire
A Song of Ice and Fire is George R. R. Martin’s epic fantasy novel series set in the politically turbulent, magic-tinged continents of Westeros and Essos, renowned for its complex characters, intricate plotting, and subversion of genre tropes.
|
E69635
|
NE FINISHED |
How this triple was built (5 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: A Song of Ice and Fire | Statement: [D. B. Weiss, basedSeriesOn, A Song of Ice and Fire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Song of Ice and Fire Context triple: [D. B. Weiss, basedSeriesOn, A Song of Ice and Fire]
-
A.
Game of Thrones
Game of Thrones is a critically acclaimed fantasy television series based on George R. R. Martin’s A Song of Ice and Fire novels, known for its complex political intrigue, morally ambiguous characters, and epic, often brutal storytelling.
-
B.
Lord of the Seventeen Provinces
Lord of the Seventeen Provinces was the sovereign ruler of the Habsburg Netherlands, encompassing the Low Countries under a single monarch in the 16th century.
-
C.
Game of Thrones season 1
Game of Thrones season 1 is the inaugural season of HBO’s epic fantasy television series that introduces the political intrigue, complex characters, and brutal power struggles of Westeros, adapted from George R. R. Martin’s novel A Game of Thrones.
-
D.
The Winds of Winter
The Winds of Winter is the long-anticipated, as-yet-unpublished sixth novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, which inspired the television show Game of Thrones.
-
E.
Books of Kings
The Books of Kings are historical and theological narratives in the Hebrew Bible/Old Testament that recount the reigns of Israel’s and Judah’s monarchs, the role of prophets, and the spiritual decline leading to exile.
- 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: A Song of Ice and Fire Triple: [D. B. Weiss, basedSeriesOn, A Song of Ice and Fire]
Generated description
A Song of Ice and Fire is George R. R. Martin’s epic fantasy novel series set in the politically turbulent, magic-tinged continents of Westeros and Essos, renowned for its complex characters, intricate plotting, and subversion of genre tropes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Song of Ice and Fire Target entity description: A Song of Ice and Fire is George R. R. Martin’s epic fantasy novel series set in the politically turbulent, magic-tinged continents of Westeros and Essos, renowned for its complex characters, intricate plotting, and subversion of genre tropes.
-
A.
Game of Thrones
Game of Thrones is a critically acclaimed fantasy television series based on George R. R. Martin’s A Song of Ice and Fire novels, known for its complex political intrigue, morally ambiguous characters, and epic, often brutal storytelling.
-
B.
Lord of the Seventeen Provinces
Lord of the Seventeen Provinces was the sovereign ruler of the Habsburg Netherlands, encompassing the Low Countries under a single monarch in the 16th century.
-
C.
Game of Thrones season 1
Game of Thrones season 1 is the inaugural season of HBO’s epic fantasy television series that introduces the political intrigue, complex characters, and brutal power struggles of Westeros, adapted from George R. R. Martin’s novel A Game of Thrones.
-
D.
The Winds of Winter
The Winds of Winter is the long-anticipated, as-yet-unpublished sixth novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, which inspired the television show Game of Thrones.
-
E.
Books of Kings
The Books of Kings are historical and theological narratives in the Hebrew Bible/Old Testament that recount the reigns of Israel’s and Judah’s monarchs, the role of prophets, and the spiritual decline leading to exile.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: basedSeriesOn Context triple: [D. B. Weiss, basedSeriesOn, A Song of Ice and Fire]
-
A.
areBasedOn
Indicates that one entity is founded, derived, or developed from the principles, content, or structure of another entity.
-
B.
isBasedOn
chosen
Indicates that one entity is derived from, inspired by, or developed using the content, structure, or principles of another entity.
-
C.
basedOnEvent
Indicates that something is derived from, influenced by, or determined in reference to a specific event.
-
D.
basedOnReportBy
Indicates that something (such as a decision, statement, or conclusion) is derived from, justified by, or grounded in a report produced by a specified source.
-
E.
connectorSeries
Indicates that one connector belongs to a specific series or family of related connectors.
- F. None of above.
Provenance (6 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498dfec5c81908b76d723b30dc2f0 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e63063388190bece9d3b8cc027b8 |
completed | March 2, 2026, 1:21 a.m. |
| NEDg | Description generation | batch_69a4e6fe6d608190b8b182702399e340 |
completed | March 2, 2026, 1:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e757a8ec8190b0e4990555855b73 |
completed | March 2, 2026, 1:26 a.m. |
| PD | Predicate disambiguation | batch_69a494b8098481908097228db8ad0262 |
completed | March 1, 2026, 7:34 p.m. |
Created at: March 1, 2026, 7:32 p.m.