Triple
T6631096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia State Route 138 |
E149925
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
GA 138
GA 138 is a state highway in Georgia that runs east–west through several counties in the Atlanta metropolitan area, serving as a key regional connector.
|
E602716
|
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: GA 138 | Statement: [Georgia State Route 138, abbreviation, GA 138]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GA 138 Context triple: [Georgia State Route 138, abbreviation, GA 138]
-
A.
GA 38
GA 38 is a state highway in Georgia that runs east–west across the southern part of the state, connecting several communities and major routes.
-
B.
GA 16
GA 16 is a state highway in Georgia that runs east–west across the central part of the state, connecting several towns and major routes.
-
C.
GA 81
GA 81 is a state highway in Georgia that connects several communities in the north-central part of the state.
-
D.
GA 14
GA 14 is a state highway in Georgia that serves as a key route connecting several cities and communities in the western part of the state.
-
E.
GA 85
GA 85 is a state highway in Georgia that runs generally south–north, connecting rural communities and suburbs to the Atlanta metropolitan area.
- 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: GA 138 Triple: [Georgia State Route 138, abbreviation, GA 138]
Generated description
GA 138 is a state highway in Georgia that runs east–west through several counties in the Atlanta metropolitan area, serving as a key regional connector.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GA 138 Target entity description: GA 138 is a state highway in Georgia that runs east–west through several counties in the Atlanta metropolitan area, serving as a key regional connector.
-
A.
GA 38
GA 38 is a state highway in Georgia that runs east–west across the southern part of the state, connecting several communities and major routes.
-
B.
GA 16
GA 16 is a state highway in Georgia that runs east–west across the central part of the state, connecting several towns and major routes.
-
C.
GA 81
GA 81 is a state highway in Georgia that connects several communities in the north-central part of the state.
-
D.
GA 14
GA 14 is a state highway in Georgia that serves as a key route connecting several cities and communities in the western part of the state.
-
E.
GA 85
GA 85 is a state highway in Georgia that runs generally south–north, connecting rural communities and suburbs to the Atlanta metropolitan area.
- 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_69c687ee50048190aa151765bef16193 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6afa6e52c8190943c86660da23c75 |
completed | March 27, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cbeef9f48190aea2e97a1f8735ee |
completed | March 27, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69c6cdc0a90c81909ed2b661320135b3 |
completed | March 27, 2026, 6:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce71bbfc8190801017bde36effcf |
completed | March 27, 2026, 6:37 p.m. |
Created at: March 27, 2026, 1:59 p.m.