Triple
T9342129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gurney Halleck |
E224787
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object | Dune Messiah |
E794989
|
NE FINISHED |
How this triple was built (2 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: Dune Messiah | Statement: [Gurney Halleck, appearsIn, Dune Messiah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dune Messiah Context triple: [Gurney Halleck, appearsIn, Dune Messiah]
-
A.
Dune Messiah
chosen
Dune Messiah is the second novel in Frank Herbert’s Dune series, continuing the story of Paul Atreides as he grapples with the political, religious, and personal consequences of his rise to power.
-
B.
Chapterhouse: Dune
Chapterhouse: Dune is the sixth and final novel in Frank Herbert’s original Dune series, continuing the complex saga of the Bene Gesserit and their struggle for survival and control in a transformed galactic empire.
-
C.
Children of Dune
Children of Dune is a science fiction novel by Frank Herbert that continues the epic Dune saga, focusing on the political and spiritual struggles of Paul Atreides’ twin children on the desert planet Arrakis.
-
D.
Sandworms of Dune
Sandworms of Dune is a science fiction novel by Brian Herbert and Kevin J. Anderson that continues Frank Herbert’s Dune saga, focusing on the struggle for survival and evolution of humanity and the iconic sandworms in a far-future universe.
-
E.
Hunters of Dune
Hunters of Dune is a 2006 science fiction novel by Brian Herbert and Kevin J. Anderson that continues Frank Herbert’s Dune saga by following the fugitives of the no-ship and the mysterious forces pursuing them.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69cd4bb11cd08190b159a6066dd0ebf1 |
completed | April 1, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d228318de881909bbf4e68331bb586 |
completed | April 5, 2026, 9:15 a.m. |
Created at: March 30, 2026, 7:40 p.m.