Triple
T962676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Farmer |
E20770
|
entity |
| Predicate | birthPlace |
P1
|
FINISHED |
| Object |
Marshall, Texas, United States
Marshall, Texas, United States, is a historic East Texas city known as a center of civil rights activity and the birthplace of civil rights leader James Farmer.
|
E113136
|
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: Marshall, Texas, United States | Statement: [James Farmer, birthPlace, Marshall, Texas, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall, Texas, United States Context triple: [James Farmer, birthPlace, Marshall, Texas, United States]
-
A.
Richardson, Texas, United States
Richardson, Texas, United States is a suburban city in the Dallas–Fort Worth metroplex known for its concentration of telecommunications and technology companies and several major corporate headquarters.
-
B.
Taylor, Texas, United States
Taylor, Texas, United States, is a small Central Texas city in Williamson County known historically as a railroad and agricultural hub within the Greater Austin metropolitan area.
-
C.
Mission, Texas
Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
-
D.
Denison, Texas, United States
Denison, Texas, United States, is a North Texas city best known as the birthplace of U.S. President Dwight D. Eisenhower.
-
E.
Crawford, Texas, United States
Crawford, Texas, United States is a small rural town in central Texas best known as the site of former U.S. President George W. Bush’s Prairie Chapel Ranch.
- 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: Marshall, Texas, United States Triple: [James Farmer, birthPlace, Marshall, Texas, United States]
Generated description
Marshall, Texas, United States, is a historic East Texas city known as a center of civil rights activity and the birthplace of civil rights leader James Farmer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall, Texas, United States Target entity description: Marshall, Texas, United States, is a historic East Texas city known as a center of civil rights activity and the birthplace of civil rights leader James Farmer.
-
A.
Richardson, Texas, United States
Richardson, Texas, United States is a suburban city in the Dallas–Fort Worth metroplex known for its concentration of telecommunications and technology companies and several major corporate headquarters.
-
B.
Taylor, Texas, United States
Taylor, Texas, United States, is a small Central Texas city in Williamson County known historically as a railroad and agricultural hub within the Greater Austin metropolitan area.
-
C.
Mission, Texas
Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
-
D.
Denison, Texas, United States
Denison, Texas, United States, is a North Texas city best known as the birthplace of U.S. President Dwight D. Eisenhower.
-
E.
Crawford, Texas, United States
Crawford, Texas, United States is a small rural town in central Texas best known as the site of former U.S. President George W. Bush’s Prairie Chapel Ranch.
- 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_69a493b21f2881908132dcf45dcd2f36 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b416cf4c8190bd685227db25fb53 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac11a6107481909b152291a73958d3 |
completed | March 7, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69ac12c5978481909be2d6e1ce85acd5 |
completed | March 7, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac132f09448190b5f789f90328f81f |
completed | March 7, 2026, 11:59 a.m. |
Created at: March 1, 2026, 7:40 p.m.