Triple
T1409648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tollywood film industry |
E31774
|
entity |
| Predicate | notableProductionHub |
P22131
|
FINISHED |
| Object |
Ramoji Film City
Ramoji Film City is a vast integrated film studio complex and popular tourist destination in Hyderabad, India, known as one of the world’s largest film production facilities.
|
E163612
|
NE FINISHED |
How this triple was built (5 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: Ramoji Film City | Statement: [Tollywood film industry, notableProductionHub, Ramoji Film City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramoji Film City Context triple: [Tollywood film industry, notableProductionHub, Ramoji Film City]
-
A.
Film Nagar, Hyderabad
Film Nagar, Hyderabad is a prominent neighborhood in Hyderabad, India, known as the hub of the Telugu (Tollywood) film industry with numerous studios, production houses, and film-related offices.
-
B.
Ramanaidu Studios
Ramanaidu Studios is a prominent film production complex in Hyderabad, India, widely recognized for its extensive facilities and major role in South Indian cinema.
-
C.
Rajouri Garden
Rajouri Garden is a prominent residential and commercial neighborhood in West Delhi, known for its busy markets, malls, and connectivity to major city roads and the metro network.
-
D.
Lollywood
Lollywood is the Pakistani film industry based in Lahore, historically known for producing Punjabi- and Urdu-language movies.
-
E.
Nollywood
Nollywood is Nigeria’s prolific film industry, renowned as one of the largest movie producers in the world and a major cultural force across Africa.
- 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: Ramoji Film City Triple: [Tollywood film industry, notableProductionHub, Ramoji Film City]
Generated description
Ramoji Film City is a vast integrated film studio complex and popular tourist destination in Hyderabad, India, known as one of the world’s largest film production facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ramoji Film City Target entity description: Ramoji Film City is a vast integrated film studio complex and popular tourist destination in Hyderabad, India, known as one of the world’s largest film production facilities.
-
A.
Film Nagar, Hyderabad
Film Nagar, Hyderabad is a prominent neighborhood in Hyderabad, India, known as the hub of the Telugu (Tollywood) film industry with numerous studios, production houses, and film-related offices.
-
B.
Ramanaidu Studios
Ramanaidu Studios is a prominent film production complex in Hyderabad, India, widely recognized for its extensive facilities and major role in South Indian cinema.
-
C.
Rajouri Garden
Rajouri Garden is a prominent residential and commercial neighborhood in West Delhi, known for its busy markets, malls, and connectivity to major city roads and the metro network.
-
D.
Lollywood
Lollywood is the Pakistani film industry based in Lahore, historically known for producing Punjabi- and Urdu-language movies.
-
E.
Nollywood
Nollywood is Nigeria’s prolific film industry, renowned as one of the largest movie producers in the world and a major cultural force across Africa.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableProductionHub Context triple: [Tollywood film industry, notableProductionHub, Ramoji Film City]
-
A.
notableShowProduced
Indicates that an entity played a significant role in producing a show that is considered notable.
-
B.
notableProduct
Indicates that a product is especially significant, prominent, or well-known in relation to the associated entity.
-
C.
notableProductionHosted
chosen
Indicates that an entity has served as the host or venue for a notable production or show.
-
D.
notableShow
Indicates that a show is especially prominent, distinguished, or significant in some noteworthy way.
-
E.
notableMedia
Indicates a relationship where a media work is recognized as significant, prominent, or especially relevant in connection with a given entity.
- F. None of above.
Provenance (6 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e0bfd08190a50820bc7585c28f |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015a52a88190933e7337067e5364 |
completed | March 8, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69ad01eb335c81908775e89b8a0348cc |
completed | March 8, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad029584308190af10520e928f890b |
completed | March 8, 2026, 5:01 a.m. |
| PD | Predicate disambiguation | batch_69a4bf048b648190ab77d9b45cb4855f |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:59 p.m.