Triple
T10979701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weatherford, Texas |
E259467
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Weatherford Independent School District
Weatherford Independent School District is a public school district that serves students in the Weatherford area of Parker County, Texas.
|
E897096
|
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: Weatherford Independent School District | Statement: [Weatherford, Texas, hasEducationalInstitution, Weatherford Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Weatherford Independent School District Context triple: [Weatherford, Texas, hasEducationalInstitution, Weatherford Independent School District]
-
A.
Fort Worth Independent School District
Fort Worth Independent School District is a large public school district based in Fort Worth, Texas, serving students across Fort Worth and several surrounding communities.
-
B.
Forney Independent School District
Forney Independent School District is a public school district serving students in and around the city of Forney in Kaufman County, Texas.
-
C.
Kaufman Independent School District
Kaufman Independent School District is a public school district serving students in and around the city of Kaufman in Kaufman County, Texas.
-
D.
Allen Independent School District
Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
-
E.
Waco Independent School District
Waco Independent School District is a public school district serving students in and around the city of Waco, 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: Weatherford Independent School District Triple: [Weatherford, Texas, hasEducationalInstitution, Weatherford Independent School District]
Generated description
Weatherford Independent School District is a public school district that serves students in the Weatherford area of Parker County, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Weatherford Independent School District Target entity description: Weatherford Independent School District is a public school district that serves students in the Weatherford area of Parker County, Texas.
-
A.
Fort Worth Independent School District
Fort Worth Independent School District is a large public school district based in Fort Worth, Texas, serving students across Fort Worth and several surrounding communities.
-
B.
Forney Independent School District
Forney Independent School District is a public school district serving students in and around the city of Forney in Kaufman County, Texas.
-
C.
Kaufman Independent School District
Kaufman Independent School District is a public school district serving students in and around the city of Kaufman in Kaufman County, Texas.
-
D.
Allen Independent School District
Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
-
E.
Waco Independent School District
Waco Independent School District is a public school district serving students in and around the city of Waco, 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d772e97cf88190a65dab3ec4e5f7f3 |
completed | April 9, 2026, 9:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d7cb8fe08190b9de7b970968da48 |
completed | April 18, 2026, 1 a.m. |
| NEDg | Description generation | batch_69e2ff211ae88190a40380cd25a61812 |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e32634397481908284c04448274b25 |
completed | April 18, 2026, 6:35 a.m. |
Created at: April 8, 2026, 9:24 p.m.