Triple
T7103125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thorndale, Pennsylvania |
E165507
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object |
U.S. Route 30 Business
U.S. Route 30 Business is a business route of U.S. Route 30 that serves local traffic and commercial areas in communities such as Thorndale, Pennsylvania.
|
E642375
|
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: U.S. Route 30 Business | Statement: [Thorndale, Pennsylvania, locatedOn, U.S. Route 30 Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 30 Business Context triple: [Thorndale, Pennsylvania, locatedOn, U.S. Route 30 Business]
-
A.
U.S. Route 50 Business
U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
-
B.
U.S. Route 30 Bypass
U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
-
C.
U.S. Route 29 Business
U.S. Route 29 Business is a business loop of U.S. Route 29 that serves local traffic through communities along the main highway corridor.
-
D.
U.S. Route 13 Business
U.S. Route 13 Business is a business route of U.S. Route 13 that serves local traffic and commercial areas in and around Claymont, Delaware.
-
E.
U.S. Route 54 Business
U.S. Route 54 Business is a business loop of U.S. Route 54 that serves local traffic and commercial areas in Quay County, New Mexico.
- 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: U.S. Route 30 Business Triple: [Thorndale, Pennsylvania, locatedOn, U.S. Route 30 Business]
Generated description
U.S. Route 30 Business is a business route of U.S. Route 30 that serves local traffic and commercial areas in communities such as Thorndale, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 30 Business Target entity description: U.S. Route 30 Business is a business route of U.S. Route 30 that serves local traffic and commercial areas in communities such as Thorndale, Pennsylvania.
-
A.
U.S. Route 50 Business
U.S. Route 50 Business is a business loop of U.S. Route 50 that serves local traffic and commercial areas in and around Pueblo, Colorado.
-
B.
U.S. Route 30 Bypass
U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
-
C.
U.S. Route 29 Business
U.S. Route 29 Business is a business loop of U.S. Route 29 that serves local traffic through communities along the main highway corridor.
-
D.
U.S. Route 13 Business
U.S. Route 13 Business is a business route of U.S. Route 13 that serves local traffic and commercial areas in and around Claymont, Delaware.
-
E.
U.S. Route 54 Business
U.S. Route 54 Business is a business loop of U.S. Route 54 that serves local traffic and commercial areas in Quay County, New Mexico.
- 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_69c6887fcddc8190a5d58908f6dee590 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e58a0a2c819088e0c8874fb4491f |
completed | March 27, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cad60788190bb2b17d1c3f8e1cc |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d72dd70819084a4bf7e72865ed9 |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79e12a40c8190b21128e17c3e212e |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:42 p.m.