Triple
T18484072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mangawhai Heads |
E451639
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
Mangawhai Road
Mangawhai Road is a key local route in Northland, New Zealand, connecting the coastal settlement of Mangawhai Heads with surrounding towns and the wider regional road network.
|
E1326591
|
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: Mangawhai Road | Statement: [Mangawhai Heads, roadAccessVia, Mangawhai Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mangawhai Road Context triple: [Mangawhai Heads, roadAccessVia, Mangawhai Road]
-
A.
Tarawera Road
Tarawera Road is a scenic access route in the Rotorua region of New Zealand that leads to popular lakes, forests, and outdoor recreation areas.
-
B.
Arapuni Road
Arapuni Road is a roadway in New Zealand’s Waikato region that serves as a key access route to the Arapuni hydroelectric power station and surrounding rural areas.
-
C.
Korangi Road
Korangi Road is a major arterial route in Karachi, Pakistan, connecting the Korangi industrial and residential areas with the rest of the city.
-
D.
Ketetahi Road
Ketetahi Road is a rural access road in New Zealand’s Tongariro National Park commonly used as an entry and exit point for the Tongariro Alpine Crossing.
-
E.
Whanganui River Road
Whanganui River Road is a scenic rural route in New Zealand that follows the Whanganui River, connecting remote settlements and offering access to historic and cultural sites.
- 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: Mangawhai Road Triple: [Mangawhai Heads, roadAccessVia, Mangawhai Road]
Generated description
Mangawhai Road is a key local route in Northland, New Zealand, connecting the coastal settlement of Mangawhai Heads with surrounding towns and the wider regional road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mangawhai Road Target entity description: Mangawhai Road is a key local route in Northland, New Zealand, connecting the coastal settlement of Mangawhai Heads with surrounding towns and the wider regional road network.
-
A.
Tarawera Road
Tarawera Road is a scenic access route in the Rotorua region of New Zealand that leads to popular lakes, forests, and outdoor recreation areas.
-
B.
Arapuni Road
Arapuni Road is a roadway in New Zealand’s Waikato region that serves as a key access route to the Arapuni hydroelectric power station and surrounding rural areas.
-
C.
Korangi Road
Korangi Road is a major arterial route in Karachi, Pakistan, connecting the Korangi industrial and residential areas with the rest of the city.
-
D.
Ketetahi Road
Ketetahi Road is a rural access road in New Zealand’s Tongariro National Park commonly used as an entry and exit point for the Tongariro Alpine Crossing.
-
E.
Whanganui River Road
Whanganui River Road is a scenic rural route in New Zealand that follows the Whanganui River, connecting remote settlements and offering access to historic and cultural sites.
- 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_69d8d3855d50819097fc8561b0299dd9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e531d5951c81909f44362bc4101333 |
completed | April 19, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a043f318c008190a385bf367aa4dda7 |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a04435ec1848190a5bf61ba2263dde5 |
completed | May 13, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a044ae5f7e88190aafb15af6a71be9f |
completed | May 13, 2026, 9:56 a.m. |
Created at: April 10, 2026, 11:35 a.m.