Triple
T2637408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 30th congressional district |
E59779
|
entity |
| Predicate | previousRepresentative |
P97
|
FINISHED |
| Object |
Martin Frost
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.
|
E283682
|
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: Martin Frost | Statement: [Texas's 30th congressional district, previousRepresentative, Martin Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Frost Context triple: [Texas's 30th congressional district, previousRepresentative, Martin Frost]
-
A.
Bill Denbrough
Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
-
B.
Elliott Frost
Elliott Frost was one of the children of renowned American poet Robert Frost.
-
C.
Nathaniel Fisk
Nathaniel Fisk is a person notable enough to be recognized as a bearer of the surname Fisk, though specific widely known achievements or roles are not clearly documented.
-
D.
Eugene Sawyer
Eugene Sawyer was an American politician who briefly served as mayor of Chicago in the late 1980s following the death of Harold Washington.
-
E.
Leon Vance
Leon Vance is the stern yet principled Director of NCIS in the long-running American television crime drama series.
- 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: Martin Frost Triple: [Texas's 30th congressional district, previousRepresentative, Martin Frost]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Frost Target entity description: 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.
-
A.
Bill Denbrough
Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
-
B.
Elliott Frost
Elliott Frost was one of the children of renowned American poet Robert Frost.
-
C.
Nathaniel Fisk
Nathaniel Fisk is a person notable enough to be recognized as a bearer of the surname Fisk, though specific widely known achievements or roles are not clearly documented.
-
D.
Eugene Sawyer
Eugene Sawyer was an American politician who briefly served as mayor of Chicago in the late 1980s following the death of Harold Washington.
-
E.
Leon Vance
Leon Vance is the stern yet principled Director of NCIS in the long-running American television crime drama series.
- 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_69ab4ac8596c8190b34997e73d9e991c |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8e3190081908ea828fe79569cc9 |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90b3e9b48190857ae21022a4fb15 |
completed | March 10, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69af922043508190a9a9ceced2425109 |
completed | March 10, 2026, 3:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af927bb1d0819081ab11eb4470e28d |
completed | March 10, 2026, 3:39 a.m. |
Created at: March 6, 2026, 9:50 p.m.