Triple
T13377809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Plains |
E319234
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Muleshoe, Texas
Muleshoe, Texas is a small rural city in Bailey County known for its agricultural economy and its location near the New Mexico border in the Texas Panhandle.
|
E1191403
|
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: Muleshoe, Texas | Statement: [South Plains, hasCity, Muleshoe, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muleshoe, Texas Context triple: [South Plains, hasCity, Muleshoe, Texas]
-
A.
Murchison, Texas
Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
-
B.
Millican, Texas
Millican, Texas is a small rural community in east-central Texas known for its historic role as an early railroad town.
-
C.
Van Horn, Texas
Van Horn, Texas is a small town in far West Texas that serves as a regional crossroads and gateway community along major highways and near the Chihuahuan Desert.
-
D.
Hutto, Texas
Hutto, Texas is a rapidly growing small city in Central Texas known for its family-friendly community and distinctive hippo-themed local culture.
-
E.
Mesquite, Texas
Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
- 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: Muleshoe, Texas Triple: [South Plains, hasCity, Muleshoe, Texas]
Generated description
Muleshoe, Texas is a small rural city in Bailey County known for its agricultural economy and its location near the New Mexico border in the Texas Panhandle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muleshoe, Texas Target entity description: Muleshoe, Texas is a small rural city in Bailey County known for its agricultural economy and its location near the New Mexico border in the Texas Panhandle.
-
A.
Murchison, Texas
Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
-
B.
Millican, Texas
Millican, Texas is a small rural community in east-central Texas known for its historic role as an early railroad town.
-
C.
Van Horn, Texas
Van Horn, Texas is a small town in far West Texas that serves as a regional crossroads and gateway community along major highways and near the Chihuahuan Desert.
-
D.
Hutto, Texas
Hutto, Texas is a rapidly growing small city in Central Texas known for its family-friendly community and distinctive hippo-themed local culture.
-
E.
Mesquite, Texas
Mesquite, Texas is a suburban city in the eastern part of the Dallas–Fort Worth area known for its strong retail centers, rodeo heritage, and family-oriented residential communities.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce56c6c8190adf4e19f6d1bc233 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbb445a48190ba3dafb1f076ac83 |
completed | May 10, 2026, 1:13 a.m. |
| NEDg | Description generation | batch_69ffdd3c77908190b55c926445724348 |
completed | May 10, 2026, 1:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffddfdd3a48190a16dab4d458dc475 |
completed | May 10, 2026, 1:23 a.m. |
Created at: April 9, 2026, 9:33 p.m.