Triple
T859664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tirupati |
E18570
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
National Highway 71
National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
|
E415609
|
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: National Highway 71 | Statement: [Tirupati, majorHighway, National Highway 71]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highway 71 Context triple: [Tirupati, majorHighway, National Highway 71]
-
A.
Highway 75
Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
-
B.
U.S. Highway 70
U.S. Highway 70 is a major east–west United States highway that stretches from the Atlantic coast in North Carolina across the southern states to eastern Arizona, serving as an important regional transportation corridor.
-
C.
National Route 170
National Route 170 is a Japanese national highway in the Kansai region that serves as part of the outer loop around Osaka, connecting several cities in Osaka Prefecture.
-
D.
Highway 27
Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
-
E.
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.
- 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: National Highway 71 Triple: [Tirupati, majorHighway, National Highway 71]
Generated description
National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Highway 71 Target entity description: National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
-
A.
Highway 75
Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
-
B.
U.S. Highway 70
U.S. Highway 70 is a major east–west United States highway that stretches from the Atlantic coast in North Carolina across the southern states to eastern Arizona, serving as an important regional transportation corridor.
-
C.
National Route 170
National Route 170 is a Japanese national highway in the Kansai region that serves as part of the outer loop around Osaka, connecting several cities in Osaka Prefecture.
-
D.
Highway 27
Highway 27 is a major north–south arterial route in Ontario that serves communities such as Woodbridge and connects to key regional highways.
-
E.
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.
- 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac50e5ec81908ac0c4b7123b4ebb |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5766234b0819087e4baaeb11de7e7 |
completed | March 14, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69b57a3689988190b2c28375c4475458 |
completed | March 14, 2026, 3:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b57ad3efcc81909db374b8d4062967 |
completed | March 14, 2026, 3:12 p.m. |
Created at: March 1, 2026, 7:39 p.m.