Triple
T14454275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlow, Oklahoma |
E358412
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Marlow Public Schools
Marlow Public Schools is the public school district serving students in the community of Marlow, Oklahoma.
|
E1101485
|
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: Marlow Public Schools | Statement: [Marlow, Oklahoma, hasSchoolDistrict, Marlow Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlow Public Schools Context triple: [Marlow, Oklahoma, hasSchoolDistrict, Marlow Public Schools]
-
A.
Marshall Public Schools
Marshall Public Schools is a public school district serving students in and around the city of Marshall in Saline County, Missouri.
-
B.
Lee Public Schools
Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
-
C.
Savanna School District
Savanna School District is a public elementary school district in northern Orange County, California, serving parts of cities such as La Palma and Anaheim.
-
D.
Marshall Middle School
Marshall Middle School is a public middle school in Billerica, Massachusetts, serving students in grades 6–8 as part of the Billerica Public Schools district.
-
E.
Marion Community Schools
Marion Community Schools is the public school district serving students in the city of Marion, Indiana.
- 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: Marlow Public Schools Triple: [Marlow, Oklahoma, hasSchoolDistrict, Marlow Public Schools]
Generated description
Marlow Public Schools is the public school district serving students in the community of Marlow, Oklahoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlow Public Schools Target entity description: Marlow Public Schools is the public school district serving students in the community of Marlow, Oklahoma.
-
A.
Marshall Public Schools
Marshall Public Schools is a public school district serving students in and around the city of Marshall in Saline County, Missouri.
-
B.
Lee Public Schools
Lee Public Schools is the public school district serving students in the town of Lee, Massachusetts.
-
C.
Savanna School District
Savanna School District is a public elementary school district in northern Orange County, California, serving parts of cities such as La Palma and Anaheim.
-
D.
Marshall Middle School
Marshall Middle School is a public middle school in Billerica, Massachusetts, serving students in grades 6–8 as part of the Billerica Public Schools district.
-
E.
Marion Community Schools
Marion Community Schools is the public school district serving students in the city of Marion, Indiana.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91a8bf088190abf5fd4f646b8c62 |
completed | April 14, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd648f56608190b6d55c592c088575 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd68f6f94881908d878d042f425d2d |
completed | May 8, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd698aa8e48190b87a2758d7067b61 |
completed | May 8, 2026, 4:41 a.m. |
Created at: April 10, 2026, 1:19 a.m.