Triple
T5688019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lollywood |
E125358
|
entity |
| Predicate | hasProductionHubsIn |
P32531
|
FINISHED |
| Object |
Lahore film studios
Lahore film studios are major film production facilities in Lahore, Pakistan, serving as a central hub for the country’s Urdu and Punjabi-language cinema industry.
|
E541777
|
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: Lahore film studios | Statement: [Lollywood, hasProductionHubsIn, Lahore film studios]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lahore film studios Context triple: [Lollywood, hasProductionHubsIn, Lahore film studios]
-
A.
Lahore Darbar
Lahore Darbar was the Sikh Empire’s royal court and governing authority in Lahore, which lost significant power and territory to the British following the First Anglo-Sikh War.
-
B.
Chowk Azam
Chowk Azam is a significant urban center and commercial hub in the southern region of Punjab, Pakistan.
-
C.
G.C. Lahore
G.C. Lahore is a prestigious and historic higher education institution in Lahore, Pakistan, renowned for its academic excellence and influential alumni.
-
D.
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.
-
E.
Qissa Khwani Bazaar
Qissa Khwani Bazaar is a historic marketplace in Peshawar, Pakistan, famed for its storytelling heritage, traditional trade, and role as a cultural and political gathering place.
- 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: Lahore film studios Triple: [Lollywood, hasProductionHubsIn, Lahore film studios]
Generated description
Lahore film studios are major film production facilities in Lahore, Pakistan, serving as a central hub for the country’s Urdu and Punjabi-language cinema industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lahore film studios Target entity description: Lahore film studios are major film production facilities in Lahore, Pakistan, serving as a central hub for the country’s Urdu and Punjabi-language cinema industry.
-
A.
Lahore Darbar
Lahore Darbar was the Sikh Empire’s royal court and governing authority in Lahore, which lost significant power and territory to the British following the First Anglo-Sikh War.
-
B.
Chowk Azam
Chowk Azam is a significant urban center and commercial hub in the southern region of Punjab, Pakistan.
-
C.
G.C. Lahore
G.C. Lahore is a prestigious and historic higher education institution in Lahore, Pakistan, renowned for its academic excellence and influential alumni.
-
D.
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.
-
E.
Qissa Khwani Bazaar
Qissa Khwani Bazaar is a historic marketplace in Peshawar, Pakistan, famed for its storytelling heritage, traditional trade, and role as a cultural and political gathering place.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasProductionHubsIn Context triple: [Lollywood, hasProductionHubsIn, Lahore film studios]
-
A.
hasProduction
Indicates that an entity is associated with, or responsible for, the creation or manufacture of another entity or product.
-
B.
majorProductionHub
chosen
Indicates that a location serves as a primary center where large-scale production or manufacturing activities are concentrated.
-
C.
hasMajorProductionSystem
Indicates that an entity primarily operates, utilizes, or is characterized by a particular major production system.
-
D.
isCommercialHubIn
Indicates that a place functions as a primary center of commercial or business activity within a specified larger area or region.
-
E.
isMajorHubInCountry
Indicates that a location functions as a primary or central hub within a specified country, typically in terms of transport, commerce, or connectivity.
- 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_69c0082a884c8190a79001bae658941f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0248751bc8190b12aaa42d1ef17e3 |
completed | March 22, 2026, 5:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a43cce88190b8ac801018f05561 |
completed | March 22, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69c05d24fdf481908cfa9c485cd9a9f3 |
completed | March 22, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05dc3d3cc8190a6bb775b06136972 |
completed | March 22, 2026, 9:23 p.m. |
| PD | Predicate disambiguation | batch_69c021be59088190a81c880957f666ab |
completed | March 22, 2026, 5:07 p.m. |
Created at: March 22, 2026, 3:44 p.m.