Triple
T10553530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Mac |
E249013
|
entity |
| Predicate | roadCarried |
P2059
|
FINISHED |
| Object |
US Highway 23
US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
|
E1253419
|
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: US Highway 23 | Statement: [Big Mac, roadCarried, US Highway 23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: US Highway 23 Context triple: [Big Mac, roadCarried, US Highway 23]
-
A.
US Highway 2
US Highway 2 is a major east–west U.S. highway running across the northern United States, including a long stretch through Michigan’s Upper Peninsula.
-
B.
U.S. Highway 53
U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
-
C.
Highway 307
Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
-
D.
National Highway 27
National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
-
E.
National Highway 37
National Highway 37 is a major roadway in the Indian state of Assam that runs across the Brahmaputra Valley, linking several key towns and cities in the region.
- 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: US Highway 23 Triple: [Big Mac, roadCarried, US Highway 23]
Generated description
US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: US Highway 23 Target entity description: US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
-
A.
US Highway 2
US Highway 2 is a major east–west U.S. highway running across the northern United States, including a long stretch through Michigan’s Upper Peninsula.
-
B.
U.S. Highway 53
U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
-
C.
Highway 307
Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
-
D.
National Highway 27
National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
-
E.
National Highway 37
National Highway 37 is a major roadway in the Indian state of Assam that runs across the Brahmaputra Valley, linking several key towns and cities in the region.
- 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_69d381c733c08190ab1dd6239f5f34ae |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d52710869c81909b6db1a190825bad |
completed | April 7, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014819dfbc8190b39a10647f9ba64c |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a0148d819f88190a201a31fdcd37b1c |
completed | May 11, 2026, 3:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01493587948190b1a9f7ece8fcf072 |
completed | May 11, 2026, 3:12 a.m. |
Created at: April 6, 2026, 12:34 p.m.