Triple
T22458975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malappuram district |
E555180
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object |
Thalakkad
Thalakkad is a town in the Malappuram district of Kerala, India, known for its local commerce and role as a regional center for surrounding rural areas.
|
E1552411
|
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: Thalakkad | Statement: [Malappuram district, hasMajorTown, Thalakkad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thalakkad Context triple: [Malappuram district, hasMajorTown, Thalakkad]
-
A.
Thottiyam
Thottiyam is a town and administrative region in the Indian state of Tamil Nadu, known for its agricultural surroundings and local temples.
-
B.
Thirunavaya
Thirunavaya is a historic town in Kerala, India, renowned as an ancient center of Vedic learning and for its traditional Mamankam festival held on the banks of the Bharathapuzha River.
-
C.
Thennala
Thennala is a town in Kerala, India, known for its location in the Malappuram district and its role as a local commercial and residential center.
-
D.
Marayoor
Marayoor is a scenic village in Kerala, India, renowned for its natural sandalwood forests, prehistoric dolmens, and sugarcane farms near the Western Ghats.
-
E.
Thodupuzhayar
Thodupuzhayar is a river in the Indian state of Kerala that flows through the Idukki district and supports the region’s agriculture and local ecosystems.
- 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: Thalakkad Triple: [Malappuram district, hasMajorTown, Thalakkad]
Generated description
Thalakkad is a town in the Malappuram district of Kerala, India, known for its local commerce and role as a regional center for surrounding rural areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thalakkad Target entity description: Thalakkad is a town in the Malappuram district of Kerala, India, known for its local commerce and role as a regional center for surrounding rural areas.
-
A.
Thottiyam
Thottiyam is a town and administrative region in the Indian state of Tamil Nadu, known for its agricultural surroundings and local temples.
-
B.
Thirunavaya
Thirunavaya is a historic town in Kerala, India, renowned as an ancient center of Vedic learning and for its traditional Mamankam festival held on the banks of the Bharathapuzha River.
-
C.
Thennala
chosen
Thennala is a town in Kerala, India, known for its location in the Malappuram district and its role as a local commercial and residential center.
-
D.
Marayoor
Marayoor is a scenic village in Kerala, India, renowned for its natural sandalwood forests, prehistoric dolmens, and sugarcane farms near the Western Ghats.
-
E.
Thodupuzhayar
Thodupuzhayar is a river in the Indian state of Kerala that flows through the Idukki district and supports the region’s agriculture and local ecosystems.
- F. None of above.
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_6a0b98002ca08190990e9ecea1dfaa15 |
completed | May 18, 2026, 10:51 p.m. |
| NEDg | Description generation | batch_6a0b9884cb548190958d16f42be4bea8 |
completed | May 18, 2026, 10:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b98e7887881909ec9cc4a2a2167c5 |
completed | May 18, 2026, 10:55 p.m. |
Created at: April 16, 2026, 8:48 p.m.