Triple
T33494635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bukit Batok East |
E857833
|
entity |
| Predicate | hasPublicHousingType |
P160606
|
FINISHED |
| Object | HDB flats |
—
|
LITERAL FINISHED |
How this triple was built (2 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: HDB flats | Statement: [Bukit Batok East, hasPublicHousingType, HDB flats]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPublicHousingType Context triple: [Bukit Batok East, hasPublicHousingType, HDB flats]
-
A.
hasPublicHousing
Indicates that a location or jurisdiction provides or contains government-funded residential housing available to the public.
-
B.
isPublicHousing
chosen
Indicates that the entity is designated as government-provided or subsidized residential housing intended for public use.
-
C.
hasPublicHousingAuthority
Indicates that an entity is associated with, governed by, or served by a specific public housing authority.
-
D.
hasHousingAccess
Indicates that an entity has the ability, right, or opportunity to obtain or use suitable housing.
-
E.
hasHousingArrangement
Indicates that an entity has a specific type or status of housing or living arrangement in relation to another entity or context.
- F. None of above.
Provenance (3 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_69f3497660508190a541826a81f7e9ab |
completed | April 30, 2026, 12:22 p.m. |
| NER | Named-entity recognition | batch_69f7886be6d8819095ec62e4f2cee858 |
completed | May 3, 2026, 5:39 p.m. |
| PD | Predicate disambiguation | batch_69f7841440f48190b4346c08855951d2 |
completed | May 3, 2026, 5:21 p.m. |
Created at: May 1, 2026, 1:38 a.m.