Triple
T8492433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation Trilogy |
E201004
|
entity |
| Predicate | notableCharacter |
P1481
|
FINISHED |
| Object | Hober Mallow |
E200989
|
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: Hober Mallow | Statement: [Foundation Trilogy, notableCharacter, Hober Mallow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hober Mallow Context triple: [Foundation Trilogy, notableCharacter, Hober Mallow]
-
A.
Hober Mallow
chosen
Hober Mallow is a central character in Isaac Asimov's Foundation series, known as a shrewd merchant and political strategist who helps shape the early destiny of the Foundation.
-
B.
Merula Salaman
Merula Salaman was a British actress and writer best known as the wife of acclaimed actor Alec Guinness.
-
C.
Jadagrace Berry
Jadagrace Berry is an American actress, dancer, and singer best known for her early role in the science fiction film "Terminator Salvation."
-
D.
Bramble
Bramble is a modern classic gin-based cocktail typically made with lemon juice, sugar syrup, and blackberry liqueur, served over crushed ice.
-
E.
Beni Snous
Beni Snous is a Berber (Amazigh) dialect group traditionally spoken in the Beni Snous region of northwestern Algeria, associated with the Zenati branch of Northern Berber languages.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4df8f78c81908c83d7d5ac996504 |
completed | April 2, 2026, 11:07 a.m. |
Created at: March 30, 2026, 6:13 p.m.