Triple
T22458911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malappuram district |
E555180
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object |
Tirur
Tirur is a prominent town in Kerala, India, known as a commercial and cultural hub of the Malappuram district.
|
E1540574
|
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: Tirur | Statement: [Malappuram district, hasMajorTown, Tirur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tirur Context triple: [Malappuram district, hasMajorTown, Tirur]
-
A.
Kaduthuruthy
Kaduthuruthy is a town in the Kottayam district of Kerala, India, known for its historic temples and churches and its location near the Vembanad backwaters.
-
B.
Kalamassery
Kalamassery is a major industrial and educational suburb of Kochi in Kerala, India, known for its factories, technology parks, and institutions like the Cochin University of Science and Technology.
-
C.
Thrippunithura
Thrippunithura is a historic suburban town near Kochi in Kerala, India, known for its royal heritage, temples, and classical arts traditions.
-
D.
Kottayam
Kottayam is a prominent town in the Indian state of Kerala known as a major center of Syrian Christian heritage, education, and publishing.
-
E.
Pathanamthitta
Pathanamthitta is a town and district headquarters in the southern Indian state of Kerala, known as a gateway to the Sabarimala pilgrimage and for its forested, hilly terrain.
- 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: Tirur Triple: [Malappuram district, hasMajorTown, Tirur]
Generated description
Tirur is a prominent town in Kerala, India, known as a commercial and cultural hub of the Malappuram district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tirur Target entity description: Tirur is a prominent town in Kerala, India, known as a commercial and cultural hub of the Malappuram district.
-
A.
Kaduthuruthy
Kaduthuruthy is a town in the Kottayam district of Kerala, India, known for its historic temples and churches and its location near the Vembanad backwaters.
-
B.
Kalamassery
Kalamassery is a major industrial and educational suburb of Kochi in Kerala, India, known for its factories, technology parks, and institutions like the Cochin University of Science and Technology.
-
C.
Thrippunithura
Thrippunithura is a historic suburban town near Kochi in Kerala, India, known for its royal heritage, temples, and classical arts traditions.
-
D.
Kottayam
Kottayam is a prominent town in the Indian state of Kerala known as a major center of Syrian Christian heritage, education, and publishing.
-
E.
Pathanamthitta
Pathanamthitta is a town and district headquarters in the southern Indian state of Kerala, known as a gateway to the Sabarimala pilgrimage and for its forested, hilly terrain.
- 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_6a0b17d5020c8190aa42acce098d6e51 |
completed | May 18, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_6a0b18e8eb208190a600d39f0a9863a0 |
completed | May 18, 2026, 1:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1953cfc48190917af042f0cc0ab8 |
completed | May 18, 2026, 1:51 p.m. |
Created at: April 16, 2026, 8:48 p.m.