Triple
T12443011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lahad Datu |
E297322
|
entity |
| Predicate | hasPort |
P35
|
FINISHED |
| Object |
Lahad Datu Port
Lahad Datu Port is a commercial seaport in Lahad Datu, Sabah, Malaysia, serving as a key hub for regional trade and cargo handling on the east coast of Borneo.
|
E984876
|
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: Lahad Datu Port | Statement: [Lahad Datu, hasPort, Lahad Datu Port]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lahad Datu Port Context triple: [Lahad Datu, hasPort, Lahad Datu Port]
-
A.
Lumut Port
Lumut Port is a key maritime and industrial port facility located on the west coast of Perak, Malaysia, serving as an important hub for cargo handling and regional trade.
-
B.
Ketapang Port
Ketapang Port is a major ferry terminal in East Java, Indonesia, serving as a key gateway for sea crossings between Java and Bali.
-
C.
Port of Kota Kinabalu
The Port of Kota Kinabalu is a key seaport in Sabah, Malaysia, serving as a major hub for regional trade, cargo handling, and passenger transport on the island of Borneo.
-
D.
Tanjung Balai Karimun Port
Tanjung Balai Karimun Port is a key maritime gateway and commercial harbor serving the island of Karimun and surrounding areas in Indonesia’s Riau Islands province.
-
E.
Batam Port
Batam Port is a major Indonesian seaport on Batam Island that serves as a key maritime and logistics hub near the Singapore Strait.
- 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: Lahad Datu Port Triple: [Lahad Datu, hasPort, Lahad Datu Port]
Generated description
Lahad Datu Port is a commercial seaport in Lahad Datu, Sabah, Malaysia, serving as a key hub for regional trade and cargo handling on the east coast of Borneo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lahad Datu Port Target entity description: Lahad Datu Port is a commercial seaport in Lahad Datu, Sabah, Malaysia, serving as a key hub for regional trade and cargo handling on the east coast of Borneo.
-
A.
Lumut Port
Lumut Port is a key maritime and industrial port facility located on the west coast of Perak, Malaysia, serving as an important hub for cargo handling and regional trade.
-
B.
Ketapang Port
Ketapang Port is a major ferry terminal in East Java, Indonesia, serving as a key gateway for sea crossings between Java and Bali.
-
C.
Port of Kota Kinabalu
The Port of Kota Kinabalu is a key seaport in Sabah, Malaysia, serving as a major hub for regional trade, cargo handling, and passenger transport on the island of Borneo.
-
D.
Tanjung Balai Karimun Port
Tanjung Balai Karimun Port is a key maritime gateway and commercial harbor serving the island of Karimun and surrounding areas in Indonesia’s Riau Islands province.
-
E.
Batam Port
Batam Port is a major Indonesian seaport on Batam Island that serves as a key maritime and logistics hub near the Singapore Strait.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8fd9848190a83410353d88ea8d |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f10926881909ffc641f8d19f93a |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f640874a0481908d9203b48304d866 |
completed | May 2, 2026, 6:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f641287f888190bc7000c256c362d3 |
completed | May 2, 2026, 6:23 p.m. |
Created at: April 8, 2026, 9:55 p.m.