Triple
T12375159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillcrest Heights, Maryland |
E295102
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Benjamin Stoddert Middle School
Benjamin Stoddert Middle School is a public middle school serving students in the Hillcrest Heights area of Prince George’s County, Maryland.
|
E979374
|
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: Benjamin Stoddert Middle School | Statement: [Hillcrest Heights, Maryland, hasMiddleSchool, Benjamin Stoddert Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin Stoddert Middle School Context triple: [Hillcrest Heights, Maryland, hasMiddleSchool, Benjamin Stoddert Middle School]
-
A.
Stephen Decatur Middle School
Stephen Decatur Middle School is a public middle school serving students in the Clinton area of Prince George's County, Maryland.
-
B.
Farragut Middle School
Farragut Middle School is a public middle school serving students in the suburban community of Farragut, Tennessee.
-
C.
Stephen Decatur High School
Stephen Decatur High School is a public secondary school serving students in the Berlin, Maryland area.
-
D.
Henry L. Stimson Middle School
Henry L. Stimson Middle School is a public middle school serving students in the South Huntington area of Long Island, New York.
-
E.
Joel Barlow High School
Joel Barlow High School is a public secondary school serving students from the towns of Redding and Easton in Fairfield County, Connecticut.
- 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: Benjamin Stoddert Middle School Triple: [Hillcrest Heights, Maryland, hasMiddleSchool, Benjamin Stoddert Middle School]
Generated description
Benjamin Stoddert Middle School is a public middle school serving students in the Hillcrest Heights area of Prince George’s County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin Stoddert Middle School Target entity description: Benjamin Stoddert Middle School is a public middle school serving students in the Hillcrest Heights area of Prince George’s County, Maryland.
-
A.
Stephen Decatur Middle School
Stephen Decatur Middle School is a public middle school serving students in the Clinton area of Prince George's County, Maryland.
-
B.
Farragut Middle School
Farragut Middle School is a public middle school serving students in the suburban community of Farragut, Tennessee.
-
C.
Stephen Decatur High School
Stephen Decatur High School is a public secondary school serving students in the Berlin, Maryland area.
-
D.
Henry L. Stimson Middle School
Henry L. Stimson Middle School is a public middle school serving students in the South Huntington area of Long Island, New York.
-
E.
Joel Barlow High School
Joel Barlow High School is a public secondary school serving students from the towns of Redding and Easton in Fairfield County, Connecticut.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa8ca7c8190b3f8e9c2ec23e837 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac1e82c8190abb46ca5799e6680 |
completed | May 2, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69f62ef1cc4481909bc9fc768a9ef1f2 |
completed | May 2, 2026, 5:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62f808b1481908f529decdbfc5be6 |
completed | May 2, 2026, 5:08 p.m. |
Created at: April 8, 2026, 9:54 p.m.