Triple
T9341643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dune (novel) |
E224775
|
entity |
| Predicate | notableElement |
P7734
|
FINISHED |
| Object |
Mentats
Mentats are human computers in the Dune universe, specially trained to perform complex logical analysis and strategic planning with superhuman speed and accuracy.
|
E792739
|
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: Mentats | Statement: [Dune (novel), notableElement, Mentats]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mentats Context triple: [Dune (novel), notableElement, Mentats]
-
A.
Mando
Mando is a common diminutive or nickname for the given name Armando, often used in Spanish-speaking contexts.
-
B.
Marauder
The Marauder is a World War II-era American twin‑engine medium bomber aircraft officially designated the Martin B‑26.
-
C.
Tal'darim
The Tal'darim are a fanatical and ruthless Protoss sect in the StarCraft universe, known for their strict adherence to a dark interpretation of the Khala and allegiance to the xel'naga Amon.
-
D.
Talos
Talos is a giant bronze automaton from Greek mythology who guarded the island of Crete by circling its shores and hurling stones at approaching intruders.
-
E.
Talos
Talos is a Skrull leader and shapeshifting alien operative in the Marvel Cinematic Universe, prominently featured in the film "Captain Marvel."
- 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: Mentats Triple: [Dune (novel), notableElement, Mentats]
Generated description
Mentats are human computers in the Dune universe, specially trained to perform complex logical analysis and strategic planning with superhuman speed and accuracy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mentats Target entity description: Mentats are human computers in the Dune universe, specially trained to perform complex logical analysis and strategic planning with superhuman speed and accuracy.
-
A.
Mando
Mando is a common diminutive or nickname for the given name Armando, often used in Spanish-speaking contexts.
-
B.
Marauder
The Marauder is a World War II-era American twin‑engine medium bomber aircraft officially designated the Martin B‑26.
-
C.
Tal'darim
The Tal'darim are a fanatical and ruthless Protoss sect in the StarCraft universe, known for their strict adherence to a dark interpretation of the Khala and allegiance to the xel'naga Amon.
-
D.
Talos
Talos is a giant bronze automaton from Greek mythology who guarded the island of Crete by circling its shores and hurling stones at approaching intruders.
-
E.
Talos
Talos is a Skrull leader and shapeshifting alien operative in the Marvel Cinematic Universe, prominently featured in the film "Captain Marvel."
- 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_69ca842993248190a79ab06968994b86 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4bafa9108190889397614756020d |
completed | April 1, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e4043e288190b05511d537b1614d |
completed | April 4, 2026, 10:12 a.m. |
| NEDg | Description generation | batch_69d0e573af788190be4baaa3afb87ca2 |
completed | April 4, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e607944c81909a421828595cd793 |
completed | April 4, 2026, 10:20 a.m. |
Created at: March 30, 2026, 7:40 p.m.