Triple
T2448525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pampa, Texas |
E53647
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
Pampa Independent School District
Pampa Independent School District is a public school district that provides primary and secondary education to students in and around Pampa, Texas.
|
E268890
|
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: Pampa Independent School District | Statement: [Pampa, Texas, servedBy, Pampa Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pampa Independent School District Context triple: [Pampa, Texas, servedBy, Pampa Independent School District]
-
A.
Grand Prairie Independent School District
Grand Prairie Independent School District is a public school district in Grand Prairie, Texas, that operates and oversees the community’s primary and secondary schools.
-
B.
Crandall Independent School District
Crandall Independent School District is a public school district based in Crandall, Texas, serving students in Crandall and parts of surrounding communities including Seagoville.
-
C.
Independence School District
Independence School District is a public school district that oversees Independence High School and other schools serving students in the Independence community.
-
D.
Northwest Independent School District
Northwest Independent School District is a public school district serving students in Roanoke and surrounding communities in the Dallas–Fort Worth metropolitan area of Texas.
-
E.
DeSoto Independent School District
DeSoto Independent School District is a public school district in DeSoto, Texas, serving local students from elementary through high school with a range of academic and extracurricular programs.
- 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: Pampa Independent School District Triple: [Pampa, Texas, servedBy, Pampa Independent School District]
Generated description
Pampa Independent School District is a public school district that provides primary and secondary education to students in and around Pampa, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pampa Independent School District Target entity description: Pampa Independent School District is a public school district that provides primary and secondary education to students in and around Pampa, Texas.
-
A.
Grand Prairie Independent School District
Grand Prairie Independent School District is a public school district in Grand Prairie, Texas, that operates and oversees the community’s primary and secondary schools.
-
B.
Crandall Independent School District
Crandall Independent School District is a public school district based in Crandall, Texas, serving students in Crandall and parts of surrounding communities including Seagoville.
-
C.
Independence School District
Independence School District is a public school district that oversees Independence High School and other schools serving students in the Independence community.
-
D.
Northwest Independent School District
Northwest Independent School District is a public school district serving students in Roanoke and surrounding communities in the Dallas–Fort Worth metropolitan area of Texas.
-
E.
DeSoto Independent School District
DeSoto Independent School District is a public school district in DeSoto, Texas, serving local students from elementary through high school with a range of academic and extracurricular programs.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0dc7ed88190920afd4817c621c9 |
completed | March 7, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0c0069c8190bfb9e71aea4774d3 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef53740508190893b14bb1b411a30 |
completed | March 9, 2026, 4:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef9594024819088e7afc0e64429ff |
completed | March 9, 2026, 4:46 p.m. |
Created at: March 6, 2026, 9:43 p.m.