Triple
T10454308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas mid-decade redistricting 2003 |
E246510
|
entity |
| Predicate | notableDefeatedIncumbent |
P354
|
FINISHED |
| Object |
Max Sandlin
Max Sandlin is a former Democratic U.S. Representative from Texas who served in Congress during the 1990s and early 2000s before losing his seat following the controversial 2003 mid-decade redistricting.
|
E866117
|
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: Max Sandlin | Statement: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Max Sandlin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Max Sandlin Context triple: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Max Sandlin]
-
A.
Luke Sanderson
Luke Sanderson is a skeptical, somewhat flippant heir to Hill House who serves as one of the central participants in the paranormal investigation in the 1963 horror film "The Haunting."
-
B.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
-
C.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
D.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
E.
Eric Crouch
Eric Crouch is a former American college quarterback best known for his dynamic dual-threat play at the University of Nebraska, where he became one of the nation’s top offensive stars in the early 2000s.
- 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: Max Sandlin Triple: [Texas mid-decade redistricting 2003, notableDefeatedIncumbent, Max Sandlin]
Generated description
Max Sandlin is a former Democratic U.S. Representative from Texas who served in Congress during the 1990s and early 2000s before losing his seat following the controversial 2003 mid-decade redistricting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Max Sandlin Target entity description: Max Sandlin is a former Democratic U.S. Representative from Texas who served in Congress during the 1990s and early 2000s before losing his seat following the controversial 2003 mid-decade redistricting.
-
A.
Luke Sanderson
Luke Sanderson is a skeptical, somewhat flippant heir to Hill House who serves as one of the central participants in the paranormal investigation in the 1963 horror film "The Haunting."
-
B.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
-
C.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
D.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
E.
Eric Crouch
Eric Crouch is a former American college quarterback best known for his dynamic dual-threat play at the University of Nebraska, where he became one of the nation’s top offensive stars in the early 2000s.
- 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5190da7f081908c38b5964a567e37 |
completed | April 7, 2026, 2:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d89fb27f5081909e78bd8029e65948 |
completed | April 10, 2026, 6:58 a.m. |
| NEDg | Description generation | batch_69d8a43ae8a48190b1c05b6a91dfed9a |
completed | April 10, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8b8fe1b9c8190b5a4787797ad7120 |
completed | April 10, 2026, 8:46 a.m. |
Created at: April 6, 2026, 12:17 p.m.