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.