Triple
T19617653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doosan Arena |
E470909
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Doosan
Doosan is a South Korean multinational conglomerate best known for its heavy industries, construction equipment, and engineering businesses.
|
E1386920
|
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: Doosan | Statement: [Doosan Arena, namedAfter, Doosan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doosan Context triple: [Doosan Arena, namedAfter, Doosan]
-
A.
Doosan DST
Doosan DST is a South Korean defense company known for developing and producing advanced military systems, including armored vehicles and weapons platforms.
-
B.
Daewoo Group
Daewoo Group was a major South Korean conglomerate (chaebol) that operated across industries such as automobiles, shipbuilding, electronics, and construction before its collapse during the Asian financial crisis.
-
C.
Hyundai Rotem
Hyundai Rotem is a South Korean rolling stock and heavy rail equipment manufacturer known for producing trains, subway cars, and light rail vehicles for transit systems worldwide.
-
D.
Hyundai Steel
Hyundai Steel is a leading South Korean steel manufacturer and core Hyundai Motor Group affiliate known for producing a wide range of steel products for automotive, construction, and industrial uses.
-
E.
Daewoo Precision Industries
Daewoo Precision Industries is a South Korean firearms manufacturer known for producing military small arms and service rifles.
- 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: Doosan Triple: [Doosan Arena, namedAfter, Doosan]
Generated description
Doosan is a South Korean multinational conglomerate best known for its heavy industries, construction equipment, and engineering businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doosan Target entity description: Doosan is a South Korean multinational conglomerate best known for its heavy industries, construction equipment, and engineering businesses.
-
A.
Doosan DST
Doosan DST is a South Korean defense company known for developing and producing advanced military systems, including armored vehicles and weapons platforms.
-
B.
Daewoo Group
Daewoo Group was a major South Korean conglomerate (chaebol) that operated across industries such as automobiles, shipbuilding, electronics, and construction before its collapse during the Asian financial crisis.
-
C.
Hyundai Rotem
Hyundai Rotem is a South Korean rolling stock and heavy rail equipment manufacturer known for producing trains, subway cars, and light rail vehicles for transit systems worldwide.
-
D.
Hyundai Steel
Hyundai Steel is a leading South Korean steel manufacturer and core Hyundai Motor Group affiliate known for producing a wide range of steel products for automotive, construction, and industrial uses.
-
E.
Daewoo Precision Industries
Daewoo Precision Industries is a South Korean firearms manufacturer known for producing military small arms and service rifles.
- 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_69d8e510fa248190b7afb274a1d4cf73 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640e346548190b12e38d716bdfc4f |
completed | April 20, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0771b607a481908f1ef27fd21ab249 |
completed | May 15, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_6a0776c2482c8190b00e10c793506bcd |
completed | May 15, 2026, 7:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0777879ed0819096df261fa6178796 |
completed | May 15, 2026, 7:44 p.m. |
Created at: April 10, 2026, 1:43 p.m.