Triple
T12958576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Winterfell |
E310078
|
entity |
| Predicate | notableResident |
P1092
|
FINISHED |
| Object |
Maester Luwin
Maester Luwin is the learned healer, counselor, and messenger of House Stark in Winterfell in George R. R. Martin’s A Song of Ice and Fire series.
|
E1013763
|
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: Maester Luwin | Statement: [Winterfell, notableResident, Maester Luwin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maester Luwin Context triple: [Winterfell, notableResident, Maester Luwin]
-
A.
Qyburn
Qyburn is a disgraced former maester and sinister healer in George R. R. Martin’s A Song of Ice and Fire series, known for his unethical experiments and service to House Lannister.
-
B.
Selwyn Tarth
Selwyn Tarth is a noble lord from the island of Tarth in the "A Song of Ice and Fire" series, best known as the father of the warrior Brienne of Tarth.
-
C.
Jaqen H'ghar
Jaqen H'ghar is a mysterious Faceless Man assassin from the Free City of Braavos who plays a key role in Arya Stark’s storyline in George R. R. Martin’s fantasy series.
-
D.
Barristan Selmy
Barristan Selmy is a legendary knight of the Kingsguard in George R. R. Martin’s A Song of Ice and Fire series, renowned for his honor, skill at arms, and long service to multiple kings.
-
E.
Ed Daein
Ed Daein is a major city in western Sudan that serves as an important regional center for trade and administration.
- 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: Maester Luwin Triple: [Winterfell, notableResident, Maester Luwin]
Generated description
Maester Luwin is the learned healer, counselor, and messenger of House Stark in Winterfell in George R. R. Martin’s A Song of Ice and Fire series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maester Luwin Target entity description: Maester Luwin is the learned healer, counselor, and messenger of House Stark in Winterfell in George R. R. Martin’s A Song of Ice and Fire series.
-
A.
Qyburn
Qyburn is a disgraced former maester and sinister healer in George R. R. Martin’s A Song of Ice and Fire series, known for his unethical experiments and service to House Lannister.
-
B.
Selwyn Tarth
Selwyn Tarth is a noble lord from the island of Tarth in the "A Song of Ice and Fire" series, best known as the father of the warrior Brienne of Tarth.
-
C.
Jaqen H'ghar
Jaqen H'ghar is a mysterious Faceless Man assassin from the Free City of Braavos who plays a key role in Arya Stark’s storyline in George R. R. Martin’s fantasy series.
-
D.
Barristan Selmy
Barristan Selmy is a legendary knight of the Kingsguard in George R. R. Martin’s A Song of Ice and Fire series, renowned for his honor, skill at arms, and long service to multiple kings.
-
E.
Ed Daein
Ed Daein is a major city in western Sudan that serves as an important regional center for trade and administration.
- 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_69d7bdfb57a88190836b743e2825feca |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97e2c5bf481908ca6adcfd3354f71 |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8dddd80819094c80ef405024419 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6ba0904e8819098bae29961bf0046 |
completed | May 3, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb7a0ae08190813411fa677430aa |
completed | May 3, 2026, 3:05 a.m. |
Created at: April 9, 2026, 5:44 p.m.