Triple
T14968934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort Bend County, Texas |
E373264
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Needville Independent School District
Needville Independent School District is a public school district serving the community of Needville and surrounding areas in Fort Bend County, Texas.
|
E1130139
|
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: Needville Independent School District | Statement: [Fort Bend County, Texas, hasSchoolDistrict, Needville Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needville Independent School District Context triple: [Fort Bend County, Texas, hasSchoolDistrict, Needville Independent School District]
-
A.
Birdville Independent School District
Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
-
B.
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.
-
C.
Smithville Independent School District
Smithville Independent School District is a public school district serving the educational needs of students in and around the city of Smithville in central Texas.
-
D.
Ralls Independent School District
Ralls Independent School District is a public school district based in the town of Ralls in West Texas, serving local students in and around Crosby County.
-
E.
Collinsville Independent School District
Collinsville Independent School District is a public school district serving students in and around the small North Texas community of Collinsville.
- 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: Needville Independent School District Triple: [Fort Bend County, Texas, hasSchoolDistrict, Needville Independent School District]
Generated description
Needville Independent School District is a public school district serving the community of Needville and surrounding areas in Fort Bend County, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needville Independent School District Target entity description: Needville Independent School District is a public school district serving the community of Needville and surrounding areas in Fort Bend County, Texas.
-
A.
Birdville Independent School District
Birdville Independent School District is a public school district in the Dallas–Fort Worth metropolitan area of Texas, serving students in North Richland Hills and several surrounding communities.
-
B.
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.
-
C.
Smithville Independent School District
Smithville Independent School District is a public school district serving the educational needs of students in and around the city of Smithville in central Texas.
-
D.
Ralls Independent School District
Ralls Independent School District is a public school district based in the town of Ralls in West Texas, serving local students in and around Crosby County.
-
E.
Collinsville Independent School District
Collinsville Independent School District is a public school district serving students in and around the small North Texas community of Collinsville.
- 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_69d85ccbbcd48190acb56e7cf104d8ad |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6e44cb0819096e09f8026ef8174 |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8be4b0a88190989022108a58370d |
completed | May 9, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69fe8f4984088190a986a0c46a3e813e |
completed | May 9, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe8fbe0e048190b9ce27737ff7d0c3 |
completed | May 9, 2026, 1:37 a.m. |
Created at: April 10, 2026, 2:49 a.m.