Triple
T18451636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shibei District, Qingdao |
E450795
|
entity |
| Predicate | transportContext |
P28994
|
FINISHED |
| Object |
served by Qingdao urban transport network
Served by Qingdao’s integrated urban transport system, this entity is connected to the city’s network of buses, metro lines, and other public transit services.
|
E1325824
|
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: served by Qingdao urban transport network | Statement: [Shibei District, Qingdao, transportContext, served by Qingdao urban transport network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by Qingdao urban transport network Context triple: [Shibei District, Qingdao, transportContext, served by Qingdao urban transport network]
-
A.
Jinan Metro
Jinan Metro is the rapid transit system serving the city of Jinan, providing urban rail transportation across the provincial capital of Shandong, China.
-
B.
Qingdao–Rongcheng Intercity Railway
The Qingdao–Rongcheng Intercity Railway is a high-speed rail line in Shandong Province, China, providing rapid passenger service along the coast between the major city of Qingdao and the eastern city of Rongcheng.
-
C.
Jinan Metro Line 3
Jinan Metro Line 3 is a rapid transit line in the Jinan Metro system serving key urban areas of Jinan, China.
-
D.
Jinan Metro Line 2
Jinan Metro Line 2 is a rapid transit line serving the city of Jinan, China, as part of its urban subway network.
-
E.
Jinan Metro Line 1
Jinan Metro Line 1 is a rapid transit line in Jinan, China, providing east–west urban rail service as part of the city's metro network.
- 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: served by Qingdao urban transport network Triple: [Shibei District, Qingdao, transportContext, served by Qingdao urban transport network]
Generated description
Served by Qingdao’s integrated urban transport system, this entity is connected to the city’s network of buses, metro lines, and other public transit services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by Qingdao urban transport network Target entity description: Served by Qingdao’s integrated urban transport system, this entity is connected to the city’s network of buses, metro lines, and other public transit services.
-
A.
Jinan Metro
Jinan Metro is the rapid transit system serving the city of Jinan, providing urban rail transportation across the provincial capital of Shandong, China.
-
B.
Qingdao–Rongcheng Intercity Railway
The Qingdao–Rongcheng Intercity Railway is a high-speed rail line in Shandong Province, China, providing rapid passenger service along the coast between the major city of Qingdao and the eastern city of Rongcheng.
-
C.
Jinan Metro Line 3
Jinan Metro Line 3 is a rapid transit line in the Jinan Metro system serving key urban areas of Jinan, China.
-
D.
Jinan Metro Line 2
Jinan Metro Line 2 is a rapid transit line serving the city of Jinan, China, as part of its urban subway network.
-
E.
Jinan Metro Line 1
Jinan Metro Line 1 is a rapid transit line in Jinan, China, providing east–west urban rail service as part of the city's metro network.
- 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_69d8d38345688190b565eac2e4cd7935 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e52648476c8190a5d8c3297d836f62 |
completed | April 19, 2026, 7 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a040fe5eb1081909ecdf53f4b6b9370 |
completed | May 13, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_6a043a81cd58819089df50804870952e |
completed | May 13, 2026, 8:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a043c0580048190afd9fe46e6863918 |
completed | May 13, 2026, 8:53 a.m. |
Created at: April 10, 2026, 11:31 a.m.