Triple
T10454316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas mid-decade redistricting 2003 |
E246510
|
entity |
| Predicate | walkoutParticipants |
P2434
|
FINISHED |
| Object |
Texas House Democrats
Texas House Democrats are the Democratic members of the Texas House of Representatives, known nationally for their high-profile legislative walkouts and opposition to Republican-led redistricting efforts.
|
E863538
|
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 House Democrats | Statement: [Texas mid-decade redistricting 2003, walkoutParticipants, Texas House Democrats]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas House Democrats Context triple: [Texas mid-decade redistricting 2003, walkoutParticipants, Texas House Democrats]
-
A.
Texas House of Representatives
The Texas House of Representatives is the lower chamber of the Texas Legislature, responsible for creating state laws and representing the people of Texas through its elected members.
-
B.
Texas Legislative Council
The Texas Legislative Council is a nonpartisan legislative agency that provides bill drafting, research, and support services to the Texas Legislature and oversees publication of key state legal codes.
-
C.
Texas Legislature
The Texas Legislature is the bicameral lawmaking body of the U.S. state of Texas, composed of the Texas House of Representatives and the Texas Senate.
-
D.
Texas congressional delegation
The Texas congressional delegation is the collective group of U.S. Senators and Representatives who represent the state of Texas in the United States Congress.
-
E.
Texas House of Representatives District 33
Texas House of Representatives District 33 is a state legislative district in Texas that elects a member to the Texas House of Representatives and includes Rockwall County among its constituents.
- 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 House Democrats Triple: [Texas mid-decade redistricting 2003, walkoutParticipants, Texas House Democrats]
Generated description
Texas House Democrats are the Democratic members of the Texas House of Representatives, known nationally for their high-profile legislative walkouts and opposition to Republican-led redistricting efforts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas House Democrats Target entity description: Texas House Democrats are the Democratic members of the Texas House of Representatives, known nationally for their high-profile legislative walkouts and opposition to Republican-led redistricting efforts.
-
A.
Texas House of Representatives
The Texas House of Representatives is the lower chamber of the Texas Legislature, responsible for creating state laws and representing the people of Texas through its elected members.
-
B.
Texas Legislative Council
The Texas Legislative Council is a nonpartisan legislative agency that provides bill drafting, research, and support services to the Texas Legislature and oversees publication of key state legal codes.
-
C.
Texas Legislature
The Texas Legislature is the bicameral lawmaking body of the U.S. state of Texas, composed of the Texas House of Representatives and the Texas Senate.
-
D.
Texas congressional delegation
The Texas congressional delegation is the collective group of U.S. Senators and Representatives who represent the state of Texas in the United States Congress.
-
E.
Texas House of Representatives District 33
Texas House of Representatives District 33 is a state legislative district in Texas that elects a member to the Texas House of Representatives and includes Rockwall County among its constituents.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: walkoutParticipants Context triple: [Texas mid-decade redistricting 2003, walkoutParticipants, Texas House Democrats]
-
A.
eventParticipant
Indicates that an entity takes part in, is involved in, or participates in a particular event.
-
B.
participantFrom
Indicates that a participant originates from, is associated with, or comes out of a specified source, group, or context.
-
C.
hasParticipants
chosen
Indicates that an event, activity, or situation involves one or more entities as participants in it.
-
D.
welcomesParticipantsOf
Indicates that one entity receives or greets the participants associated with another entity in a friendly or accepting manner.
-
E.
vowOfParticipants
Indicates that certain participants formally promise or commit themselves to a specified action, condition, or relationship.
- 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_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. |
| NEDg | Description generation | batch_69d886c562c081908aae846da8efb1a5 |
completed | April 10, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d88dce21448190b093b4f548e29f84 |
completed | April 10, 2026, 5:42 a.m. |
| PD | Predicate disambiguation | batch_69d4fb7d353c8190a73f439a956c7606 |
completed | April 7, 2026, 12:41 p.m. |
Created at: April 6, 2026, 12:17 p.m.