Triple
T17671943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Local Municipality |
E440540
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Herolds Bay
Herolds Bay is a small coastal resort town on South Africa’s Garden Route, known for its scenic beach and popular holiday accommodation.
|
E1289116
|
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: Herolds Bay | Statement: [George Local Municipality, hasSettlement, Herolds Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herolds Bay Context triple: [George Local Municipality, hasSettlement, Herolds Bay]
-
A.
Grenham Bay
Grenham Bay is a quiet, sandy and rocky beach on the Kent coast of England, known for its tidal pools, coastal walks, and views over the Thames Estuary.
-
B.
Newcomb Bay
Newcomb Bay is a coastal embayment in Antarctica that serves as the harbor and access point for Australia’s Casey Research Station.
-
C.
Ludlow Bay
Ludlow Bay is a small, sheltered inlet on the northeastern Olympic Peninsula in Washington State, known for its marina, waterfront homes, and recreational boating.
-
D.
Dickenson Bay
Dickenson Bay is a popular beach and resort area on the northwest coast of Antigua, known for its white sand, calm turquoise waters, and vibrant tourist amenities.
-
E.
Palk Bay
Palk Bay is a shallow stretch of sea between southeastern India and northern Sri Lanka, known for its rich fisheries, coastal communities, and frequent cross-border maritime disputes.
- 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: Herolds Bay Triple: [George Local Municipality, hasSettlement, Herolds Bay]
Generated description
Herolds Bay is a small coastal resort town on South Africa’s Garden Route, known for its scenic beach and popular holiday accommodation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herolds Bay Target entity description: Herolds Bay is a small coastal resort town on South Africa’s Garden Route, known for its scenic beach and popular holiday accommodation.
-
A.
Grenham Bay
Grenham Bay is a quiet, sandy and rocky beach on the Kent coast of England, known for its tidal pools, coastal walks, and views over the Thames Estuary.
-
B.
Newcomb Bay
Newcomb Bay is a coastal embayment in Antarctica that serves as the harbor and access point for Australia’s Casey Research Station.
-
C.
Ludlow Bay
Ludlow Bay is a small, sheltered inlet on the northeastern Olympic Peninsula in Washington State, known for its marina, waterfront homes, and recreational boating.
-
D.
Dickenson Bay
Dickenson Bay is a popular beach and resort area on the northwest coast of Antigua, known for its white sand, calm turquoise waters, and vibrant tourist amenities.
-
E.
Palk Bay
Palk Bay is a shallow stretch of sea between southeastern India and northern Sri Lanka, known for its rich fisheries, coastal communities, and frequent cross-border maritime disputes.
- 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f69b11c8190b09add33f81776b3 |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02ff4cbb2881909cab1798d17a8860 |
completed | May 12, 2026, 10:22 a.m. |
| NEDg | Description generation | batch_6a03007161cc8190a24f3ae64c5e206a |
completed | May 12, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0300e885e481909c76dfbac2fd1009 |
completed | May 12, 2026, 10:28 a.m. |
Created at: April 10, 2026, 9:59 a.m.