Triple
T8492475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation universe |
E201005
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object | Lathan Devers |
E737137
|
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: Lathan Devers | Statement: [Foundation universe, hasCharacter, Lathan Devers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lathan Devers Context triple: [Foundation universe, hasCharacter, Lathan Devers]
-
A.
Lathan Devers
chosen
Lathan Devers is a shrewd and resourceful trader from Isaac Asimov’s Foundation series who becomes entangled in the political and military schemes surrounding the warlord known as the General.
-
B.
James Loney
James Loney is a former Major League Baseball first baseman best known for his steady contact hitting and key role with the Los Angeles Dodgers in the mid-2000s.
-
C.
Melvin Upton Jr.
Melvin Upton Jr. is an American former Major League Baseball outfielder known for his speed, defense, and power during stints with teams such as the Tampa Bay Rays and Atlanta Braves.
-
D.
JD Ellis
JD Ellis was a prominent South African sports administrator after whom Ellis Park Stadium in Johannesburg was named.
-
E.
Justin Coghlan
Justin Coghlan is an Australian co-founder of the global men's health charity movement Movember, which raises awareness and funds through mustache-growing campaigns each November.
- 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.