Triple
T2369285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middle-earth |
E46050
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
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.
|
E261177
|
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: Black Speech | Statement: [Middle-earth, hasLanguage, Black Speech]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Speech Context triple: [Middle-earth, hasLanguage, Black Speech]
-
A.
Sindarin
Sindarin is an Elvish language created by J.R.R. Tolkien and widely spoken by characters in his Middle-earth legendarium.
-
B.
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.
-
C.
Quenya
Quenya is a fictional Elvish language created by J.R.R. Tolkien, noted for its complex grammar and melodic, Latin-like sound, and used by characters such as Aragorn in his Middle-earth legendarium.
-
D.
Ulithian
Ulithian is a Micronesian language spoken primarily on Ulithi Atoll in the Federated States of Micronesia, closely related to the Carolinian language.
-
E.
Khuzdul
Khuzdul is the secretive and guttural Dwarvish language created by J.R.R. Tolkien for the Dwarves of Middle-earth.
- 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: Black Speech Triple: [Middle-earth, hasLanguage, Black Speech]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Speech Target entity description: 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.
-
A.
Sindarin
Sindarin is an Elvish language created by J.R.R. Tolkien and widely spoken by characters in his Middle-earth legendarium.
-
B.
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.
-
C.
Quenya
Quenya is a fictional Elvish language created by J.R.R. Tolkien, noted for its complex grammar and melodic, Latin-like sound, and used by characters such as Aragorn in his Middle-earth legendarium.
-
D.
Ulithian
Ulithian is a Micronesian language spoken primarily on Ulithi Atoll in the Federated States of Micronesia, closely related to the Carolinian language.
-
E.
Khuzdul
Khuzdul is the secretive and guttural Dwarvish language created by J.R.R. Tolkien for the Dwarves of Middle-earth.
- 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_69a88a145268819083e2736cb835c696 |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc76dcaa481908567a068bd61e5ad |
completed | March 7, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea89eb46481909cc01202839d417f |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aeac2435e88190ae38a1a4d20c4872 |
completed | March 9, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeaca11b008190b34397bdf7aa0669 |
completed | March 9, 2026, 11:18 a.m. |
Created at: March 4, 2026, 7:56 p.m.