Triple
T21309900
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holt, Michigan |
E525301
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Hope Middle School
Hope Middle School is a public middle school serving students in the Holt, Michigan community.
|
E1477628
|
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: Hope Middle School | Statement: [Holt, Michigan, hasEducationalInstitution, Hope Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hope Middle School Context triple: [Holt, Michigan, hasEducationalInstitution, Hope Middle School]
-
A.
Hunter Middle School
Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
-
B.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
South Middle School
South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
-
E.
Scott Middle School
Scott Middle School is a public middle school serving students in the Denison, Texas area as part of the Denison Independent School District.
- 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: Hope Middle School Triple: [Holt, Michigan, hasEducationalInstitution, Hope Middle School]
Generated description
Hope Middle School is a public middle school serving students in the Holt, Michigan community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hope Middle School Target entity description: Hope Middle School is a public middle school serving students in the Holt, Michigan community.
-
A.
Hunter Middle School
Hunter Middle School is a public middle school serving students in the Ooltewah community of Hamilton County, Tennessee.
-
B.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
South Middle School
South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
-
E.
Scott Middle School
Scott Middle School is a public middle school serving students in the Denison, Texas area as part of the Denison Independent School District.
- 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_69e0b518b8948190ad69cf9a8784d397 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75aaa56fc81909ba7649302528269 |
completed | April 21, 2026, 11:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099ed7a6008190bb2c2033a8b2812a |
completed | May 17, 2026, 10:56 a.m. |
| NEDg | Description generation | batch_6a099f592488819098c54b433ce5e67e |
completed | May 17, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a033f5108190b8000934050ad55e |
completed | May 17, 2026, 11:02 a.m. |
Created at: April 16, 2026, 4:06 p.m.