Triple
T2082026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 1st congressional district |
E45264
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Lufkin, Texas
Lufkin, Texas is a small East Texas city that serves as the county seat of Angelina County and a regional hub for the surrounding forest and timber industry.
|
E234392
|
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: Lufkin, Texas | Statement: [Texas's 1st congressional district, contains, Lufkin, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lufkin, Texas Context triple: [Texas's 1st congressional district, contains, Lufkin, Texas]
-
A.
Richmond, Texas
Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
-
B.
Beaumont, Texas
Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
-
C.
Longview, Texas
Longview, Texas is a mid-sized East Texas city known as a regional hub for the oil, gas, and manufacturing industries and for hosting the annual Great Texas Balloon Race.
-
D.
Nacogdoches, Texas
Nacogdoches, Texas is a historic East Texas city often regarded as the oldest town in the state and known for its early role in Texas history.
-
E.
Lucas, Texas
Lucas, Texas is a small suburban city in North Texas known for its rural character, large residential lots, and location within the Dallas–Fort Worth metropolitan area.
- 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: Lufkin, Texas Triple: [Texas's 1st congressional district, contains, Lufkin, Texas]
Generated description
Lufkin, Texas is a small East Texas city that serves as the county seat of Angelina County and a regional hub for the surrounding forest and timber industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lufkin, Texas Target entity description: Lufkin, Texas is a small East Texas city that serves as the county seat of Angelina County and a regional hub for the surrounding forest and timber industry.
-
A.
Richmond, Texas
Richmond, Texas is a historic city in Fort Bend County, part of the Greater Houston metropolitan area, known for its 19th-century roots and role in early Texas history.
-
B.
Beaumont, Texas
Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
-
C.
Longview, Texas
Longview, Texas is a mid-sized East Texas city known as a regional hub for the oil, gas, and manufacturing industries and for hosting the annual Great Texas Balloon Race.
-
D.
Nacogdoches, Texas
Nacogdoches, Texas is a historic East Texas city often regarded as the oldest town in the state and known for its early role in Texas history.
-
E.
Lucas, Texas
Lucas, Texas is a small suburban city in North Texas known for its rural character, large residential lots, and location within the Dallas–Fort Worth metropolitan area.
- 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba35c2588190933dba882f52dd17 |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3056aa0c8190b19d97ac0c3bc31d |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae313e47908190a01affff24a3a81b |
completed | March 9, 2026, 2:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31a67eb08190a3ef64e83301fabc |
completed | March 9, 2026, 2:34 a.m. |
Created at: March 4, 2026, 7:41 p.m.