Triple
T19707358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Kota Bharu |
E473251
|
entity |
| Predicate | airfieldInvolved |
P2882
|
FINISHED |
| Object |
Kota Bharu airfield
Kota Bharu airfield was a strategically important airbase in British Malaya that became one of the first sites attacked by Japanese forces during their invasion at the start of the Pacific War in World War II.
|
E1390860
|
NE FINISHED |
How this triple was built (5 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: Kota Bharu airfield | Statement: [Battle of Kota Bharu, airfieldInvolved, Kota Bharu airfield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kota Bharu airfield Context triple: [Battle of Kota Bharu, airfieldInvolved, Kota Bharu airfield]
-
A.
RMAF Butterworth Air Base
RMAF Butterworth Air Base is a major Royal Malaysian Air Force installation in Penang that serves as a key operational and strategic air base for Malaysia and regional defense cooperation.
-
B.
Redang Airport
Redang Airport is a small regional airport serving Redang Island in Terengganu, Malaysia, primarily handling domestic tourist flights to the island’s beach resorts.
-
C.
Tioman Airport
Tioman Airport is a small regional airport serving Tioman Island in Malaysia, primarily handling domestic tourist flights to this popular diving and beach destination.
-
D.
Kuantan Airport
Kuantan Airport is a regional airport serving the city of Kuantan and the surrounding areas in Pahang, Malaysia.
-
E.
Bintulu Airport
Bintulu Airport is a regional public airport in Sarawak, Malaysia, serving the town of Bintulu and surrounding areas with domestic flights.
- 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: Kota Bharu airfield Triple: [Battle of Kota Bharu, airfieldInvolved, Kota Bharu airfield]
Generated description
Kota Bharu airfield was a strategically important airbase in British Malaya that became one of the first sites attacked by Japanese forces during their invasion at the start of the Pacific War in World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kota Bharu airfield Target entity description: Kota Bharu airfield was a strategically important airbase in British Malaya that became one of the first sites attacked by Japanese forces during their invasion at the start of the Pacific War in World War II.
-
A.
RMAF Butterworth Air Base
RMAF Butterworth Air Base is a major Royal Malaysian Air Force installation in Penang that serves as a key operational and strategic air base for Malaysia and regional defense cooperation.
-
B.
Redang Airport
Redang Airport is a small regional airport serving Redang Island in Terengganu, Malaysia, primarily handling domestic tourist flights to the island’s beach resorts.
-
C.
Tioman Airport
Tioman Airport is a small regional airport serving Tioman Island in Malaysia, primarily handling domestic tourist flights to this popular diving and beach destination.
-
D.
Kuantan Airport
Kuantan Airport is a regional airport serving the city of Kuantan and the surrounding areas in Pahang, Malaysia.
-
E.
Bintulu Airport
Bintulu Airport is a regional public airport in Sarawak, Malaysia, serving the town of Bintulu and surrounding areas with domestic flights.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: airfieldInvolved Context triple: [Battle of Kota Bharu, airfieldInvolved, Kota Bharu airfield]
-
A.
containsAirfield
chosen
Indicates that a location or area includes at least one airfield within its boundaries.
-
B.
airfieldRole
Indicates the functional role or operational purpose that an airfield serves within a broader system or context.
-
C.
airfieldBuilt
Indicates that an airfield has been constructed or established, typically specifying who built it, where, and/or when.
-
D.
aircraftFacility
Indicates that a facility is designed, equipped, or used to support the operation, maintenance, or accommodation of aircraft.
-
E.
airfieldDecommissioned
Indicates that an airfield has been officially taken out of service and is no longer used for regular aviation operations.
- F. None of above.
Provenance (6 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e642bb5cd4819090e4c62bd74c4324 |
completed | April 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ab9aa85481909f57d914341b7468 |
completed | May 15, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_6a07ac97c68c819094b8013f6134ba8a |
completed | May 15, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ae88e76481908b9a6fda698eec12 |
completed | May 15, 2026, 11:38 p.m. |
| PD | Predicate disambiguation | batch_69e530438c60819082364c7be3eef6f0 |
completed | April 19, 2026, 7:42 p.m. |
Created at: April 10, 2026, 1:46 p.m.