Triple
T12211985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malibongwe Drive |
E290984
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Cosmo City
Cosmo City is a large mixed-income residential township in northwestern Johannesburg, South Africa, developed as an integrated housing project combining low-cost, bonded, and rental housing with community facilities.
|
E969094
|
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: Cosmo City | Statement: [Malibongwe Drive, serves, Cosmo City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cosmo City Context triple: [Malibongwe Drive, serves, Cosmo City]
-
A.
Orbit City
Orbit City is the futuristic, sky-high metropolis where the animated Jetson family lives, featuring flying cars, elevated homes, and advanced robotic technology.
-
B.
Galactic City
Galactic City is the planet-wide urban sprawl that covers the surface of Coruscant, serving as the bustling political and cultural heart of the Star Wars galaxy.
-
C.
Star City
Star City is a commonly used nickname for the city of Lincoln, Nebraska.
-
D.
Star City
Star City is a popular amusement park in Pasay, Metro Manila, known for its indoor and outdoor rides, family attractions, and seasonal events.
-
E.
Star City
Star City is a fictional crime-ridden metropolis in the DC Comics universe, best known as the home of the superhero Green Arrow.
- 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: Cosmo City Triple: [Malibongwe Drive, serves, Cosmo City]
Generated description
Cosmo City is a large mixed-income residential township in northwestern Johannesburg, South Africa, developed as an integrated housing project combining low-cost, bonded, and rental housing with community facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cosmo City Target entity description: Cosmo City is a large mixed-income residential township in northwestern Johannesburg, South Africa, developed as an integrated housing project combining low-cost, bonded, and rental housing with community facilities.
-
A.
Orbit City
Orbit City is the futuristic, sky-high metropolis where the animated Jetson family lives, featuring flying cars, elevated homes, and advanced robotic technology.
-
B.
Galactic City
Galactic City is the planet-wide urban sprawl that covers the surface of Coruscant, serving as the bustling political and cultural heart of the Star Wars galaxy.
-
C.
Star City
Star City is a commonly used nickname for the city of Lincoln, Nebraska.
-
D.
Star City
Star City is a popular amusement park in Pasay, Metro Manila, known for its indoor and outdoor rides, family attractions, and seasonal events.
-
E.
Star City
Star City is a fictional crime-ridden metropolis in the DC Comics universe, best known as the home of the superhero Green Arrow.
- 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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c915f548190b34a743f0a3bb51a |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a9f45108190a814cdca52e77b5e |
completed | May 2, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69f60bdca250819090b4b4cc84d343f4 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60cd1668881908f43d895fcfba0aa |
completed | May 2, 2026, 2:40 p.m. |
Created at: April 8, 2026, 9:51 p.m.