Triple
T17471648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 87 |
E425428
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Big Spring, Texas
Big Spring, Texas is a small West Texas city and county seat of Howard County known historically as a regional oil, gas, and transportation hub.
|
E1278054
|
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: Big Spring, Texas | Statement: [U.S. Route 87, passesThrough, Big Spring, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Big Spring, Texas Context triple: [U.S. Route 87, passesThrough, Big Spring, Texas]
-
A.
Big Sandy, Texas
Big Sandy, Texas is a small rural town in East Texas known for its close-knit community and location within Upshur County.
-
B.
Balch Springs
Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
-
C.
Crandall, Texas
Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
-
D.
Sulphur Springs, Texas
Sulphur Springs, Texas is a small city in northeast Texas known as the seat of Hopkins County and recognized for its historic downtown and unique glass public restrooms on the town square.
-
E.
Hearne, Texas
Hearne, Texas is a small city in Robertson County that serves as a regional rail and transportation hub within the Brazos Valley of Central Texas.
- 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: Big Spring, Texas Triple: [U.S. Route 87, passesThrough, Big Spring, Texas]
Generated description
Big Spring, Texas is a small West Texas city and county seat of Howard County known historically as a regional oil, gas, and transportation hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Big Spring, Texas Target entity description: Big Spring, Texas is a small West Texas city and county seat of Howard County known historically as a regional oil, gas, and transportation hub.
-
A.
Big Sandy, Texas
Big Sandy, Texas is a small rural town in East Texas known for its close-knit community and location within Upshur County.
-
B.
Balch Springs
Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
-
C.
Crandall, Texas
Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
-
D.
Sulphur Springs, Texas
Sulphur Springs, Texas is a small city in northeast Texas known as the seat of Hopkins County and recognized for its historic downtown and unique glass public restrooms on the town square.
-
E.
Hearne, Texas
Hearne, Texas is a small city in Robertson County that serves as a regional rail and transportation hub within the Brazos Valley of Central Texas.
- 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_69d889dbc2e88190b18ea6115e819258 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451b8a51081908d94bebe2417e3d3 |
completed | April 19, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01e808e41881909129a5156f01bab2 |
completed | May 11, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_6a01ed5305c481909f6af3adc3adcccc |
completed | May 11, 2026, 2:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01edd1048c8190b7069f626f81befa |
completed | May 11, 2026, 2:55 p.m. |
Created at: April 10, 2026, 5:47 a.m.