Triple
T12443008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lahad Datu |
E297322
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Lahad Datu District Council
Lahad Datu District Council is the local government authority responsible for administering and managing municipal services and development in the Lahad Datu area of Sabah, Malaysia.
|
E970601
|
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 District Council | Statement: [Lahad Datu, governingBody, Lahad Datu District Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lahad Datu District Council Context triple: [Lahad Datu, governingBody, Lahad Datu District Council]
-
A.
Pasir Puteh District Council
Pasir Puteh District Council is the local government authority responsible for administering and managing municipal services and development in the Pasir Puteh district of Kelantan, Malaysia.
-
B.
Kuala Krai District Council
Kuala Krai District Council is the local government authority responsible for administering and managing municipal services and development in the Kuala Krai district of Kelantan, Malaysia.
-
C.
Kulim Municipal Council
Kulim Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town and district of Kulim, Malaysia.
-
D.
Keningau District Council
Keningau District Council is the local governing authority responsible for administering and managing public services and development in the Keningau district of Sabah, Malaysia.
-
E.
Lahad Datu District
Lahad Datu District is an administrative district in Sabah, Malaysia, known for encompassing rich biodiversity hotspots such as the Danum Valley Conservation Area.
- 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 District Council Triple: [Lahad Datu, governingBody, Lahad Datu District Council]
Generated description
Lahad Datu District Council is the local government authority responsible for administering and managing municipal services and development in the Lahad Datu area of Sabah, Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lahad Datu District Council Target entity description: Lahad Datu District Council is the local government authority responsible for administering and managing municipal services and development in the Lahad Datu area of Sabah, Malaysia.
-
A.
Pasir Puteh District Council
Pasir Puteh District Council is the local government authority responsible for administering and managing municipal services and development in the Pasir Puteh district of Kelantan, Malaysia.
-
B.
Kuala Krai District Council
Kuala Krai District Council is the local government authority responsible for administering and managing municipal services and development in the Kuala Krai district of Kelantan, Malaysia.
-
C.
Kulim Municipal Council
Kulim Municipal Council is the local government authority responsible for administering and managing municipal services and development in the town and district of Kulim, Malaysia.
-
D.
Keningau District Council
Keningau District Council is the local governing authority responsible for administering and managing public services and development in the Keningau district of Sabah, Malaysia.
-
E.
Lahad Datu District
chosen
Lahad Datu District is an administrative district in Sabah, Malaysia, known for encompassing rich biodiversity hotspots such as the Danum Valley Conservation Area.
- F. None of above.
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.