Triple
T22142481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty Hill, Texas |
E547197
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Liberty Hill Independent School District
Liberty Hill Independent School District is a public school district serving the educational needs of students in and around Liberty Hill, Texas.
|
E1546635
|
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: Liberty Hill Independent School District | Statement: [Liberty Hill, Texas, schoolDistrict, Liberty Hill Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty Hill Independent School District Context triple: [Liberty Hill, Texas, schoolDistrict, Liberty Hill Independent School District]
-
A.
Spring Hill Independent School District
Spring Hill Independent School District is a public school district serving students in the Spring Hill area of Longview, Texas.
-
B.
Cedar Hill Independent School District
Cedar Hill Independent School District is a public school district based in Cedar Hill, Texas, serving students in Cedar Hill and portions of surrounding communities in the Dallas–Fort Worth area.
-
C.
Hamlin Independent School District
Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones County.
-
D.
Humble Independent School District
Humble Independent School District is a public school district serving students in Humble and surrounding communities in the Houston metropolitan area of Texas.
-
E.
Gilmer Independent School District
Gilmer Independent School District is a public school district serving students in and around the city of Gilmer in Upshur County, 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: Liberty Hill Independent School District Triple: [Liberty Hill, Texas, schoolDistrict, Liberty Hill Independent School District]
Generated description
Liberty Hill Independent School District is a public school district serving the educational needs of students in and around Liberty Hill, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberty Hill Independent School District Target entity description: Liberty Hill Independent School District is a public school district serving the educational needs of students in and around Liberty Hill, Texas.
-
A.
Spring Hill Independent School District
Spring Hill Independent School District is a public school district serving students in the Spring Hill area of Longview, Texas.
-
B.
Cedar Hill Independent School District
Cedar Hill Independent School District is a public school district based in Cedar Hill, Texas, serving students in Cedar Hill and portions of surrounding communities in the Dallas–Fort Worth area.
-
C.
Hamlin Independent School District
Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones County.
-
D.
Humble Independent School District
Humble Independent School District is a public school district serving students in Humble and surrounding communities in the Houston metropolitan area of Texas.
-
E.
Gilmer Independent School District
Gilmer Independent School District is a public school district serving students in and around the city of Gilmer in Upshur County, 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129bf78108190b50d937917258693 |
completed | April 28, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b4de30fb48190b2c0961e8f50f6c6 |
completed | May 18, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_6a0b50ca48648190806c5c4af619d1d6 |
completed | May 18, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b515b7350819081c9f3a5103687eb |
completed | May 18, 2026, 5:50 p.m. |
Created at: April 16, 2026, 8:32 p.m.