Triple
T3289859
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Essos |
E69073
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Valyrian languages
The Valyrian languages are a family of fictional tongues in the world of *A Song of Ice and Fire* and *Game of Thrones*, originating from the ancient Valyrian Freehold on the continent of Essos.
|
E343681
|
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: Valyrian languages | Statement: [Essos, languageFamily, Valyrian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valyrian languages Context triple: [Essos, languageFamily, Valyrian languages]
-
A.
Common Tongue (Westeros)
The Common Tongue of Westeros is the primary spoken and written language used across most of the Seven Kingdoms in the world of "A Song of Ice and Fire" and "Game of Thrones."
-
B.
Damara language
The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
-
C.
Vestinian language
The Vestinian language was an ancient, poorly attested Italic tongue once spoken by the Vestini people in central Italy and classified within the Sabellic branch.
-
D.
Westron
Westron is the common tongue of Middle-earth in J.R.R. Tolkien’s legendarium, serving as the primary language of most peoples in The Hobbit and The Lord of the Rings.
-
E.
Black Speech
Black Speech is a harsh, artificial language devised by Sauron in J.R.R. Tolkien’s Middle-earth legendarium, chiefly associated with Mordor and the inscription on the One Ring.
- 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: Valyrian languages Triple: [Essos, languageFamily, Valyrian languages]
Generated description
The Valyrian languages are a family of fictional tongues in the world of *A Song of Ice and Fire* and *Game of Thrones*, originating from the ancient Valyrian Freehold on the continent of Essos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valyrian languages Target entity description: The Valyrian languages are a family of fictional tongues in the world of *A Song of Ice and Fire* and *Game of Thrones*, originating from the ancient Valyrian Freehold on the continent of Essos.
-
A.
Common Tongue (Westeros)
The Common Tongue of Westeros is the primary spoken and written language used across most of the Seven Kingdoms in the world of "A Song of Ice and Fire" and "Game of Thrones."
-
B.
Damara language
The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
-
C.
Vestinian language
The Vestinian language was an ancient, poorly attested Italic tongue once spoken by the Vestini people in central Italy and classified within the Sabellic branch.
-
D.
Westron
Westron is the common tongue of Middle-earth in J.R.R. Tolkien’s legendarium, serving as the primary language of most peoples in The Hobbit and The Lord of the Rings.
-
E.
Black Speech
Black Speech is a harsh, artificial language devised by Sauron in J.R.R. Tolkien’s Middle-earth legendarium, chiefly associated with Mordor and the inscription on the One Ring.
- 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05bd6b08190bcb9f0e5da82bc21 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e862835881909c2f3b8f86f10742 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e8f6a7c48190bc457f348c3a7179 |
completed | March 12, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e986dcc88190bd3daa6c6fdcb50e |
completed | March 12, 2026, 4:27 p.m. |
Created at: March 8, 2026, 3:10 p.m.