Triple
T23291836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamlet, North Carolina |
E590052
|
entity |
| Predicate | hasHighway |
P385
|
FINISHED |
| Object |
North Carolina Highway 177
North Carolina Highway 177 is a primary state highway in southern North Carolina that connects the town of Hamlet to the South Carolina state line.
|
E1579855
|
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: North Carolina Highway 177 | Statement: [Hamlet, North Carolina, hasHighway, North Carolina Highway 177]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Carolina Highway 177 Context triple: [Hamlet, North Carolina, hasHighway, North Carolina Highway 177]
-
A.
North Carolina Highway 168
North Carolina Highway 168 is a primary state highway in northeastern North Carolina that serves as a key route connecting the Hampton Roads region of Virginia with the Outer Banks.
-
B.
North Carolina Highway 211
North Carolina Highway 211 is a primary state highway in North Carolina that runs across the south-central and southeastern part of the state, connecting inland communities with coastal areas.
-
C.
North Carolina Highway 217
North Carolina Highway 217 is a primary state highway in North Carolina that connects the town of Erwin to nearby communities and regional routes.
-
D.
North Carolina Highway 119
North Carolina Highway 119 is a state highway in North Carolina that serves as a regional connector route through communities including Mebane.
-
E.
North Carolina Highway 103
North Carolina Highway 103 is a state highway in North Carolina that serves as a primary route connecting the city of Mount Airy to rural areas in Surry County and toward the Virginia state line.
- 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: North Carolina Highway 177 Triple: [Hamlet, North Carolina, hasHighway, North Carolina Highway 177]
Generated description
North Carolina Highway 177 is a primary state highway in southern North Carolina that connects the town of Hamlet to the South Carolina state line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Carolina Highway 177 Target entity description: North Carolina Highway 177 is a primary state highway in southern North Carolina that connects the town of Hamlet to the South Carolina state line.
-
A.
North Carolina Highway 168
North Carolina Highway 168 is a primary state highway in northeastern North Carolina that serves as a key route connecting the Hampton Roads region of Virginia with the Outer Banks.
-
B.
North Carolina Highway 211
North Carolina Highway 211 is a primary state highway in North Carolina that runs across the south-central and southeastern part of the state, connecting inland communities with coastal areas.
-
C.
North Carolina Highway 217
North Carolina Highway 217 is a primary state highway in North Carolina that connects the town of Erwin to nearby communities and regional routes.
-
D.
North Carolina Highway 119
North Carolina Highway 119 is a state highway in North Carolina that serves as a regional connector route through communities including Mebane.
-
E.
North Carolina Highway 103
North Carolina Highway 103 is a state highway in North Carolina that serves as a primary route connecting the city of Mount Airy to rural areas in Surry County and toward the Virginia state line.
- 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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196cc20c08190a6a678befe1061dd |
completed | April 29, 2026, 5:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c8dece081908cc32084ca7b8069 |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4e3a7374819099635f56d0d513c3 |
completed | May 19, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4ecaaf208190a845013b342e3a88 |
completed | May 19, 2026, 11:51 a.m. |
Created at: April 17, 2026, 5:02 p.m.