Triple
T10134234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longview–Marshall metropolitan area |
E226814
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Marshall Independent School District
Marshall Independent School District is a public school district based in Marshall, Texas, serving students in the surrounding Longview–Marshall metropolitan area.
|
E850355
|
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: Marshall Independent School District | Statement: [Longview–Marshall metropolitan area, contains, Marshall Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Independent School District Context triple: [Longview–Marshall metropolitan area, contains, Marshall Independent School District]
-
A.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
-
B.
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.
-
C.
Tyler Independent School District
Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
-
D.
Midland Independent School District
Midland Independent School District is a public school district that serves students in the Midland, Texas area, operating multiple elementary, middle, and high schools.
-
E.
Garland Independent School District
Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
- 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: Marshall Independent School District Triple: [Longview–Marshall metropolitan area, contains, Marshall Independent School District]
Generated description
Marshall Independent School District is a public school district based in Marshall, Texas, serving students in the surrounding Longview–Marshall metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Independent School District Target entity description: Marshall Independent School District is a public school district based in Marshall, Texas, serving students in the surrounding Longview–Marshall metropolitan area.
-
A.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
-
B.
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.
-
C.
Tyler Independent School District
Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
-
D.
Midland Independent School District
Midland Independent School District is a public school district that serves students in the Midland, Texas area, operating multiple elementary, middle, and high schools.
-
E.
Garland Independent School District
Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
- 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd33808048190b6023a6cd83fc179 |
completed | April 2, 2026, 2:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6a7bbfdb0819080377d3402bcfec3 |
completed | April 8, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69d6aa7e6734819090e28156c30b00e3 |
completed | April 8, 2026, 7:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6d02015bc8190a7041a7d725c8a1b |
completed | April 8, 2026, 10:01 p.m. |
Created at: March 30, 2026, 9:06 p.m.