Triple
T22458936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malappuram district |
E555180
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object |
Vaniyambalam
Vaniyambalam is a town in Kerala, India, known for its scenic hilly terrain and proximity to the Western Ghats within Malappuram district.
|
E1537797
|
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: Vaniyambalam | Statement: [Malappuram district, hasMajorTown, Vaniyambalam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaniyambalam Context triple: [Malappuram district, hasMajorTown, Vaniyambalam]
-
A.
Vandiyur
Vandiyur is a locality in Madurai, Tamil Nadu, known for its historic temple tank and religious significance.
-
B.
Tiruvaiyaru
Tiruvaiyaru is a historic town in Tamil Nadu, India, renowned as a major center of Carnatic music and the place where the composer Tyagaraja lived and is annually honored.
-
C.
Sivakasi
Sivakasi is a town in Tamil Nadu, India, widely known as a major center for the production of fireworks, safety matches, and printing.
-
D.
Vilayanur
Vilayanur is the given name of V. S. Ramachandran, a prominent neuroscientist known for his work on visual perception and phantom limbs.
-
E.
Swamimalai
Swamimalai is a prominent Hindu pilgrimage town in Tamil Nadu, India, renowned for its ancient Murugan temple and sacred hill associated with the god Kartikeya.
- 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: Vaniyambalam Triple: [Malappuram district, hasMajorTown, Vaniyambalam]
Generated description
Vaniyambalam is a town in Kerala, India, known for its scenic hilly terrain and proximity to the Western Ghats within Malappuram district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaniyambalam Target entity description: Vaniyambalam is a town in Kerala, India, known for its scenic hilly terrain and proximity to the Western Ghats within Malappuram district.
-
A.
Vandiyur
Vandiyur is a locality in Madurai, Tamil Nadu, known for its historic temple tank and religious significance.
-
B.
Tiruvaiyaru
Tiruvaiyaru is a historic town in Tamil Nadu, India, renowned as a major center of Carnatic music and the place where the composer Tyagaraja lived and is annually honored.
-
C.
Sivakasi
Sivakasi is a town in Tamil Nadu, India, widely known as a major center for the production of fireworks, safety matches, and printing.
-
D.
Vilayanur
Vilayanur is the given name of V. S. Ramachandran, a prominent neuroscientist known for his work on visual perception and phantom limbs.
-
E.
Swamimalai
Swamimalai is a prominent Hindu pilgrimage town in Tamil Nadu, India, renowned for its ancient Murugan temple and sacred hill associated with the god Kartikeya.
- 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_69e11e51fdec8190adfdf9f8a6362221 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b7e01fc8190825c3dc024484440 |
completed | April 29, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c8217ac8190af16df3d941446ce |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0d1e3ba08190bf963526973cd462 |
completed | May 18, 2026, 12:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0dc247b88190b8c54084c5727941 |
completed | May 18, 2026, 1:01 p.m. |
Created at: April 16, 2026, 8:48 p.m.