Triple
T10454306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas mid-decade redistricting 2003 |
E246510
|
entity |
| Predicate | notableDefeatedIncumbent |
P354
|
FINISHED |
| Object | Martin Frost |
E283682
|
NE FINISHED |
How this triple was built (3 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: Martin Frost | Statement: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Martin Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Frost Context triple: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Martin Frost]
-
A.
Martin Frost
chosen
Martin Frost is an American Democratic politician who served for many years in the U.S. House of Representatives from Texas and was a prominent party leader on congressional redistricting and budget issues.
-
B.
William Frost
William Frost is a relatively obscure historical figure whose name is notably associated with the surname Frost.
-
C.
Alec Scudder
Alec Scudder is a working-class gamekeeper who becomes the passionate love interest of the title character in E.M. Forster’s novel "Maurice."
-
D.
John Frost
John Frost was a 19th-century Welsh Chartist leader best known for leading the 1839 Newport Rising, one of the most significant armed uprisings in British working-class history.
-
E.
Will Gardner
Will Gardner is a charismatic and ambitious lawyer and name partner at the Chicago law firm Lockhart/Gardner in the television drama "The Good Wife."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableDefeatedIncumbent Context triple: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Martin Frost]
-
A.
defeatedCandidate
chosen
Indicates that one candidate has won an election or contest against another candidate, causing the other to lose.
-
B.
incumbentAfterElection
Indicates that an entity holds a position or office as the sitting incumbent following a specified election.
-
C.
incumbentBeforeElection
Indicates that the subject was already holding the relevant office or position prior to the specified election.
-
D.
lastIncumbent
Indicates that the subject is the most recent person or entity to have held a particular position, office, or role before the current one.
-
E.
notablePresidentialCandidate
Indicates that a person has been a prominent or widely recognized candidate in a presidential election.
- F. None of above.
Provenance (4 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fe47fee48190b38ec0466ff0165a |
completed | April 7, 2026, 12:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87f10b45c81908f1d3128c65750f8 |
completed | April 10, 2026, 4:39 a.m. |
| PD | Predicate disambiguation | batch_69d4fb7d353c8190a73f439a956c7606 |
completed | April 7, 2026, 12:41 p.m. |
Created at: April 6, 2026, 12:17 p.m.