Triple
T19721511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ifrane Province |
E473620
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Timahdite
Timahdite is a small rural town in Morocco’s Middle Atlas region, known for its high-altitude landscapes and traditional Berber culture.
|
E1391827
|
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: Timahdite | Statement: [Ifrane Province, containsTown, Timahdite]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timahdite Context triple: [Ifrane Province, containsTown, Timahdite]
-
A.
Goulmima
Goulmima is a small oasis town in eastern Morocco known for its traditional ksar (fortified village) architecture and date palm groves.
-
B.
Jahra
Jahra is a major town and administrative center in western Kuwait, known historically as an agricultural area and now as a growing suburban and commercial hub.
-
C.
Tahar
Tahar is the given name of Moroccan-French writer and poet Tahar Ben Jelloun, known for his novels and essays on immigration, identity, and human rights.
-
D.
Tahaggart
Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
-
E.
Kherrata
Kherrata is a town in northeastern Algeria known for being one of the centers of the 1945 anti-colonial unrest that was brutally repressed by French authorities.
- 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: Timahdite Triple: [Ifrane Province, containsTown, Timahdite]
Generated description
Timahdite is a small rural town in Morocco’s Middle Atlas region, known for its high-altitude landscapes and traditional Berber culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timahdite Target entity description: Timahdite is a small rural town in Morocco’s Middle Atlas region, known for its high-altitude landscapes and traditional Berber culture.
-
A.
Goulmima
Goulmima is a small oasis town in eastern Morocco known for its traditional ksar (fortified village) architecture and date palm groves.
-
B.
Jahra
Jahra is a major town and administrative center in western Kuwait, known historically as an agricultural area and now as a growing suburban and commercial hub.
-
C.
Tahar
Tahar is the given name of Moroccan-French writer and poet Tahar Ben Jelloun, known for his novels and essays on immigration, identity, and human rights.
-
D.
Tahaggart
Tahaggart is a regional variety of the Tuareg Berber language Tamasheq, spoken by Tuareg communities in parts of the central Sahara.
-
E.
Kherrata
Kherrata is a town in northeastern Algeria known for being one of the centers of the 1945 anti-colonial unrest that was brutally repressed by French authorities.
- 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e649f483c481908c6b3114bf9c5934 |
completed | April 20, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07aba719b48190a8ce14facba8f7d6 |
completed | May 15, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_6a07adc08ca081908df09c099cb710c2 |
completed | May 15, 2026, 11:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ae4ba5a88190a6ab297fb99cdd9d |
completed | May 15, 2026, 11:37 p.m. |
Created at: April 10, 2026, 1:46 p.m.