Triple
T2256272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 10th congressional district |
E49731
|
entity |
| Predicate | redistrictingPlan |
P22577
|
FINISHED |
| Object |
Texas mid-decade redistricting 2003
Texas mid-decade redistricting 2003 was a controversial Republican-led overhaul of the state’s congressional map between census cycles that significantly increased GOP representation in the U.S. House.
|
E246510
|
NE FINISHED |
How this triple was built (5 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: Texas mid-decade redistricting 2003 | Statement: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas mid-decade redistricting 2003 Context triple: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
-
A.
Texas's 3rd congressional district
Texas's 3rd congressional district is a U.S. House of Representatives district in the state of Texas that encompasses fast-growing suburban and exurban communities north of Dallas.
-
B.
Texas's 23rd congressional district
Texas's 23rd congressional district is a large, predominantly rural U.S. House district stretching along much of the Texas–Mexico border, known for its geographic size, Latino-majority population, and frequent electoral competitiveness.
-
C.
Texas's 33rd congressional district
Texas's 33rd congressional district is a U.S. House district centered in the Dallas–Fort Worth area, known for its heavily urban, diverse, and strongly Democratic-leaning electorate.
-
D.
Texas's 34th congressional district
Texas's 34th congressional district is a U.S. House of Representatives district in South Texas that includes much of the Rio Grande Valley and is known for its predominantly Hispanic population and Democratic-leaning electorate.
-
E.
Texas's 30th congressional district
Texas's 30th congressional district is a U.S. House district centered in the Dallas area, known for its heavily urban, Democratic-leaning constituency.
- 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: Texas mid-decade redistricting 2003 Triple: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
Generated description
Texas mid-decade redistricting 2003 was a controversial Republican-led overhaul of the state’s congressional map between census cycles that significantly increased GOP representation in the U.S. House.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas mid-decade redistricting 2003 Target entity description: Texas mid-decade redistricting 2003 was a controversial Republican-led overhaul of the state’s congressional map between census cycles that significantly increased GOP representation in the U.S. House.
-
A.
Texas's 3rd congressional district
Texas's 3rd congressional district is a U.S. House of Representatives district in the state of Texas that encompasses fast-growing suburban and exurban communities north of Dallas.
-
B.
Texas's 23rd congressional district
Texas's 23rd congressional district is a large, predominantly rural U.S. House district stretching along much of the Texas–Mexico border, known for its geographic size, Latino-majority population, and frequent electoral competitiveness.
-
C.
Texas's 33rd congressional district
Texas's 33rd congressional district is a U.S. House district centered in the Dallas–Fort Worth area, known for its heavily urban, diverse, and strongly Democratic-leaning electorate.
-
D.
Texas's 34th congressional district
Texas's 34th congressional district is a U.S. House of Representatives district in South Texas that includes much of the Rio Grande Valley and is known for its predominantly Hispanic population and Democratic-leaning electorate.
-
E.
Texas's 30th congressional district
Texas's 30th congressional district is a U.S. House district centered in the Dallas area, known for its heavily urban, Democratic-leaning constituency.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: redistrictingPlan Context triple: [Texas's 10th congressional district, redistrictingPlan, Texas mid-decade redistricting 2003]
-
A.
redistrictedBy
chosen
Indicates that an entity’s boundaries or districts have been altered or redefined by another specified agent or authority.
-
B.
preRedistrictingConfiguration
Indicates the arrangement or boundaries of electoral districts as they existed before a redistricting process took place.
-
C.
redistrictedAfter
Indicates that one districting arrangement or boundary configuration was created or implemented following, and typically as a result of, another districting arrangement.
-
D.
redistrictedEvery
Indicates that a redistricting process has been applied to all relevant areas or units within a given scope.
-
E.
hasRedistrictingProcess
Indicates that an entity is subject to, or participates in, a defined process for redrawing electoral or administrative district boundaries.
- F. None of above.
Provenance (6 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc1570dc88190bb2b17ed4c25dbb5 |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b2229288190a7da9025dc394e67 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6b5814f88190b6ff9d586d2b6351 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6befcf4081909e1ee5d18abea357 |
completed | March 9, 2026, 6:42 a.m. |
| PD | Predicate disambiguation | batch_69abbdb34c148190b51e99f540f97204 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:47 p.m.