Triple
T614759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Benioff |
E12178
|
entity |
| Predicate | basedOnWorkFor |
P7125
|
FINISHED |
| Object | A Song of Ice and Fire |
E69635
|
NE FINISHED |
How this triple was built (3 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: [David Benioff, basedOnWorkFor, 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: [David Benioff, basedOnWorkFor, A Song of Ice and Fire]
-
A.
A Song of Ice and Fire
chosen
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.
-
B.
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.
-
C.
Game of Thrones franchise
The Game of Thrones franchise is a globally popular fantasy media universe centered on George R.R. Martin’s A Song of Ice and Fire novels and their hit television adaptation, known for its complex politics, morally ambiguous characters, and epic, often brutal storytelling.
-
D.
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.
-
E.
A Clash of Kings
A Clash of Kings is the second novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, continuing the complex political and military struggles for control of the Iron Throne.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: basedOnWorkFor Context triple: [David Benioff, basedOnWorkFor, A Song of Ice and Fire]
-
A.
workBy
Indicates that a work (such as a creation, product, or result) is produced, authored, or created by a particular agent or entity.
-
B.
areBasedOn
Indicates that one entity is founded, derived, or developed from the principles, content, or structure of another entity.
-
C.
isBasedOn
chosen
Indicates that one entity is derived from, inspired by, or developed using the content, structure, or principles of another entity.
-
D.
associatedWork
Indicates that there exists a related or connected work (such as a publication, creative piece, or project) that is meaningfully linked to the subject.
-
E.
workedAs
Indicates that an entity held a particular job, role, or position, performing work in that capacity.
- F. None of above.
Provenance (4 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_69a493309df48190a327f748e88049a6 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49e0a0f588190b953fdb585263307 |
completed | March 1, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5740161cc81909a0086f7c541be98 |
completed | March 2, 2026, 11:26 a.m. |
| PD | Predicate disambiguation | batch_69a49cfbcbf88190a854921dc531eba8 |
completed | March 1, 2026, 8:09 p.m. |
Created at: March 1, 2026, 7:35 p.m.