Triple
T2711214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roodepoort |
E59864
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Little Falls
Little Falls is a residential suburb located within the greater Roodepoort area on the West Rand of Johannesburg, South Africa.
|
E289388
|
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: Little Falls | Statement: [Roodepoort, hasNeighbourhood, Little Falls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Little Falls Context triple: [Roodepoort, hasNeighbourhood, Little Falls]
-
A.
Little Falls, New York
Little Falls, New York is a small city in the Mohawk Valley known for its historic canal-era architecture and scenic waterfalls.
-
B.
Little Falls, New Jersey
Little Falls, New Jersey is a suburban township in Passaic County known for its residential character, proximity to New York City, and access to regional rail and highway transportation.
-
C.
Valley Falls
Valley Falls is a village and census-designated place in the town of Cumberland in northeastern Rhode Island, known historically as an early mill and industrial community along the Blackstone River.
-
D.
Valley Falls, New York
Valley Falls, New York is a small village in eastern New York State situated along the Hoosic River within the Capital District region.
-
E.
Chapel Falls
Chapel Falls is a scenic multi-tiered waterfall in Michigan’s Upper Peninsula, located along the Chapel Loop trail within Pictured Rocks National Lakeshore.
- 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: Little Falls Triple: [Roodepoort, hasNeighbourhood, Little Falls]
Generated description
Little Falls is a residential suburb located within the greater Roodepoort area on the West Rand of Johannesburg, South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Little Falls Target entity description: Little Falls is a residential suburb located within the greater Roodepoort area on the West Rand of Johannesburg, South Africa.
-
A.
Little Falls, New York
Little Falls, New York is a small city in the Mohawk Valley known for its historic canal-era architecture and scenic waterfalls.
-
B.
Little Falls, New Jersey
Little Falls, New Jersey is a suburban township in Passaic County known for its residential character, proximity to New York City, and access to regional rail and highway transportation.
-
C.
Valley Falls
Valley Falls is a village and census-designated place in the town of Cumberland in northeastern Rhode Island, known historically as an early mill and industrial community along the Blackstone River.
-
D.
Valley Falls, New York
Valley Falls, New York is a small village in eastern New York State situated along the Hoosic River within the Capital District region.
-
E.
Chapel Falls
Chapel Falls is a scenic multi-tiered waterfall in Michigan’s Upper Peninsula, located along the Chapel Loop trail within Pictured Rocks National Lakeshore.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda78c4f08190bb1217f08198c4cc |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf820e6c8190bc37219eadd57e86 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb00441f48190885258dc4fca623e |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb060af508190b8558a66e883b687 |
completed | March 10, 2026, 5:47 a.m. |
Created at: March 6, 2026, 9:55 p.m.