Triple
T2491773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 14th congressional district |
E52058
|
entity |
| Predicate | previousRepresentative |
P97
|
FINISHED |
| Object |
Greg Laughlin
Greg Laughlin is an American politician and attorney who served as a U.S. Representative from Texas in the 1990s, notably switching from the Democratic to the Republican Party during his tenure.
|
E273400
|
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: Greg Laughlin | Statement: [Texas's 14th congressional district, previousRepresentative, Greg Laughlin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greg Laughlin Context triple: [Texas's 14th congressional district, previousRepresentative, Greg Laughlin]
-
A.
Chad Trujillo
Chad Trujillo is an American astronomer known for his role in the discovery of distant trans-Neptunian objects, including the dwarf planet Eris.
-
B.
Chris Seager
Chris Seager is a British cinematographer known for his work on film and television dramas, including the production "Gideon's Daughter."
-
C.
Mark Ciardi
Mark Ciardi is an American film producer and former Major League Baseball pitcher best known for producing inspirational sports and historical dramas such as "The Rookie," "Miracle," and "Chappaquiddick."
-
D.
Michael E. Brown
Michael E. Brown is an American astronomer known for his discoveries of distant trans-Neptunian objects that reshaped the definition of planets in our solar system.
-
E.
David Vonderhaar
David Vonderhaar is a video game designer best known as a leading multiplayer and design director on the Call of Duty: Black Ops 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: Greg Laughlin Triple: [Texas's 14th congressional district, previousRepresentative, Greg Laughlin]
Generated description
Greg Laughlin is an American politician and attorney who served as a U.S. Representative from Texas in the 1990s, notably switching from the Democratic to the Republican Party during his tenure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greg Laughlin Target entity description: Greg Laughlin is an American politician and attorney who served as a U.S. Representative from Texas in the 1990s, notably switching from the Democratic to the Republican Party during his tenure.
-
A.
Chad Trujillo
Chad Trujillo is an American astronomer known for his role in the discovery of distant trans-Neptunian objects, including the dwarf planet Eris.
-
B.
Chris Seager
Chris Seager is a British cinematographer known for his work on film and television dramas, including the production "Gideon's Daughter."
-
C.
Mark Ciardi
Mark Ciardi is an American film producer and former Major League Baseball pitcher best known for producing inspirational sports and historical dramas such as "The Rookie," "Miracle," and "Chappaquiddick."
-
D.
Michael E. Brown
Michael E. Brown is an American astronomer known for his discoveries of distant trans-Neptunian objects that reshaped the definition of planets in our solar system.
-
E.
David Vonderhaar
David Vonderhaar is a video game designer best known as a leading multiplayer and design director on the Call of Duty: Black Ops 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1914ca48190ab0a6cc5f1bd2f56 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f93a29081908de1107bf0f96647 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af213dd1dc8190ae05fd58b9a4487b |
completed | March 9, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af220603308190904e2e28ecb3ad09 |
completed | March 9, 2026, 7:39 p.m. |
Created at: March 6, 2026, 9:45 p.m.