Triple
T19388920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lubbock County, Texas |
E485009
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Shallowater, Texas
Shallowater, Texas is a small city in West Texas that functions as a suburban community of Lubbock with a strong agricultural base and close-knit local character.
|
E1409253
|
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: Shallowater, Texas | Statement: [Lubbock County, Texas, hasCity, Shallowater, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shallowater, Texas Context triple: [Lubbock County, Texas, hasCity, Shallowater, 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.
El Lago, Texas
El Lago, Texas is a small suburban city in Harris County near the shores of Clear Lake, known for its proximity to NASA’s Johnson Space Center and the greater Houston metropolitan area.
-
C.
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.
-
D.
Seabrook, Texas
Seabrook, Texas is a coastal city in the Greater Houston metropolitan area known for its waterfront along Galveston Bay, marinas, and proximity to the NASA Johnson Space Center.
-
E.
Hamlin, Texas
Hamlin, Texas is a small rural city in West Texas known historically for its agriculture and railroad roots.
- 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: Shallowater, Texas Triple: [Lubbock County, Texas, hasCity, Shallowater, Texas]
Generated description
Shallowater, Texas is a small city in West Texas that functions as a suburban community of Lubbock with a strong agricultural base and close-knit local character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shallowater, Texas Target entity description: Shallowater, Texas is a small city in West Texas that functions as a suburban community of Lubbock with a strong agricultural base and close-knit local character.
-
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.
El Lago, Texas
El Lago, Texas is a small suburban city in Harris County near the shores of Clear Lake, known for its proximity to NASA’s Johnson Space Center and the greater Houston metropolitan area.
-
C.
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.
-
D.
Seabrook, Texas
Seabrook, Texas is a coastal city in the Greater Houston metropolitan area known for its waterfront along Galveston Bay, marinas, and proximity to the NASA Johnson Space Center.
-
E.
Hamlin, Texas
Hamlin, Texas is a small rural city in West Texas known historically for its agriculture and railroad roots.
- 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_69d8e8d460d88190abf0591c5c9d2b0c |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e61b425e848190ab5ae8ae0a034fe2 |
completed | April 20, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0815e6d7b08190a81088e91751aab8 |
completed | May 16, 2026, 6:59 a.m. |
| NEDg | Description generation | batch_6a0817b8581c8190a3a2c9a9809f4baa |
completed | May 16, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a081827a09c8190bf6f4e23926f6022 |
completed | May 16, 2026, 7:09 a.m. |
Created at: April 10, 2026, 1:36 p.m.