Triple
T4488800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobby Morrow |
E107316
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Harlingen, Texas, United States
Harlingen is a city in the Rio Grande Valley of southern Texas, known for its proximity to the U.S.–Mexico border and its role as a regional transportation and commercial hub.
|
E446921
|
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: Harlingen, Texas, United States | Statement: [Bobby Morrow, placeOfBirth, Harlingen, Texas, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harlingen, Texas, United States Context triple: [Bobby Morrow, placeOfBirth, Harlingen, Texas, United States]
-
A.
Hurst, Texas
Hurst, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and regional shopping centers.
-
B.
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.
-
C.
Hillsboro, Texas, United States
Hillsboro, Texas, United States is a small North Texas city best known as the birthplace of Olympic decathlon champion Rafer Johnson.
-
D.
Gilmer, Texas, United States
Gilmer, Texas, United States is a small East Texas city best known as the birthplace of Eagles co-founder and musician Don Henley.
-
E.
Lingleville, Texas
Lingleville, Texas is a small unincorporated rural community located in Erath County in north-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: Harlingen, Texas, United States Triple: [Bobby Morrow, placeOfBirth, Harlingen, Texas, United States]
Generated description
Harlingen is a city in the Rio Grande Valley of southern Texas, known for its proximity to the U.S.–Mexico border and its role as a regional transportation and commercial hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harlingen, Texas, United States Target entity description: Harlingen is a city in the Rio Grande Valley of southern Texas, known for its proximity to the U.S.–Mexico border and its role as a regional transportation and commercial hub.
-
A.
Hurst, Texas
Hurst, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and regional shopping centers.
-
B.
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.
-
C.
Hillsboro, Texas, United States
Hillsboro, Texas, United States is a small North Texas city best known as the birthplace of Olympic decathlon champion Rafer Johnson.
-
D.
Gilmer, Texas, United States
Gilmer, Texas, United States is a small East Texas city best known as the birthplace of Eagles co-founder and musician Don Henley.
-
E.
Lingleville, Texas
Lingleville, Texas is a small unincorporated rural community located in Erath County in north-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_69bd43f84f788190a1383579c4a595be |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd52ad36748190b791de458f2116b2 |
completed | March 20, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd67a90f308190ab4f912cd1e2f692 |
completed | March 20, 2026, 3:28 p.m. |
| NEDg | Description generation | batch_69bd68d76cfc819083071015add540dc |
completed | March 20, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd698f0f148190ae3ad5193cba0851 |
completed | March 20, 2026, 3:36 p.m. |
Created at: March 20, 2026, 12:59 p.m.