Triple
T8995058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 281 |
E214882
|
entity |
| Predicate | connectsCity |
P4245
|
FINISHED |
| Object |
Lampasas, Texas
Lampasas, Texas is a small central Texas city known for its historic downtown, mineral springs, and role as a regional hub along major north–south travel routes.
|
E783606
|
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: Lampasas, Texas | Statement: [U.S. Route 281, connectsCity, Lampasas, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lampasas, Texas Context triple: [U.S. Route 281, connectsCity, Lampasas, Texas]
-
A.
Navasota, Texas
Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
-
B.
Lantana, Texas
Lantana, Texas is a master-planned residential community in Denton County known for its suburban neighborhoods, golf course, and family-oriented amenities within the Dallas–Fort Worth metroplex.
-
C.
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.
-
D.
Leo, Texas
Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
-
E.
Combine, Texas
Combine, Texas is a small rural city in the Dallas–Fort Worth metropolitan area known for its quiet, country living and proximity to both Kaufman and Dallas counties.
- 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: Lampasas, Texas Triple: [U.S. Route 281, connectsCity, Lampasas, Texas]
Generated description
Lampasas, Texas is a small central Texas city known for its historic downtown, mineral springs, and role as a regional hub along major north–south travel routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lampasas, Texas Target entity description: Lampasas, Texas is a small central Texas city known for its historic downtown, mineral springs, and role as a regional hub along major north–south travel routes.
-
A.
Navasota, Texas
Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
-
B.
Lantana, Texas
Lantana, Texas is a master-planned residential community in Denton County known for its suburban neighborhoods, golf course, and family-oriented amenities within the Dallas–Fort Worth metroplex.
-
C.
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.
-
D.
Leo, Texas
Leo, Texas is a small rural unincorporated community located in Cooke County in north-central Texas.
-
E.
Combine, Texas
Combine, Texas is a small rural city in the Dallas–Fort Worth metropolitan area known for its quiet, country living and proximity to both Kaufman and Dallas counties.
- 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_69ca83a05c608190bdfdbdb25e994b39 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68ddff288190869731df2c178ff6 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05be6550081908d42bbae3c00cae3 |
completed | April 4, 2026, 12:31 a.m. |
| NEDg | Description generation | batch_69d05cb45280819096747ff8f7d5c2a0 |
completed | April 4, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05d5d29f4819081c28b24cb2058b0 |
completed | April 4, 2026, 12:37 a.m. |
Created at: March 30, 2026, 7:04 p.m.