Triple
T7625709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ringgold, Georgia |
E172624
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Ringgold Middle School
Ringgold Middle School is a public middle school serving students in the Ringgold, Georgia community.
|
E679009
|
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: Ringgold Middle School | Statement: [Ringgold, Georgia, hasFacility, Ringgold Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ringgold Middle School Context triple: [Ringgold, Georgia, hasFacility, Ringgold Middle School]
-
A.
Ringgold High School
Ringgold High School is a public secondary school serving students in the Ringgold, Georgia area.
-
B.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
C.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
D.
Rutledge Middle School
Rutledge Middle School is a public middle school serving students in the Midfield, Alabama community.
-
E.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
- 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: Ringgold Middle School Triple: [Ringgold, Georgia, hasFacility, Ringgold Middle School]
Generated description
Ringgold Middle School is a public middle school serving students in the Ringgold, Georgia community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ringgold Middle School Target entity description: Ringgold Middle School is a public middle school serving students in the Ringgold, Georgia community.
-
A.
Ringgold High School
Ringgold High School is a public secondary school serving students in the Ringgold, Georgia area.
-
B.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
C.
Galvin Middle School
Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
-
D.
Rutledge Middle School
Rutledge Middle School is a public middle school serving students in the Midfield, Alabama community.
-
E.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
- 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_69c699517e348190bd3348b6889200f2 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa8039148190a492a0a25bcc7c55 |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89ab1132481909e525e90764df041 |
completed | March 29, 2026, 3:21 a.m. |
| NEDg | Description generation | batch_69c89b9d22e88190b08543c975ce7898 |
completed | March 29, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c2e62848190a5339707ba401772 |
completed | March 29, 2026, 3:27 a.m. |
Created at: March 27, 2026, 3:56 p.m.