Triple
T12634150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qalʿat Hammad |
E301715
|
entity |
| Predicate | locatedNearCity |
P3883
|
FINISHED |
| Object |
M’Sila
M’Sila is a city in north-central Algeria that serves as the capital of M’Sila Province and a regional hub for agriculture and trade.
|
E996281
|
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: M’Sila | Statement: [Qalʿat Hammad, locatedNearCity, M’Sila]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M’Sila Context triple: [Qalʿat Hammad, locatedNearCity, M’Sila]
-
A.
Kalbeliya
Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
-
B.
Iferouane
Iferouane is a remote oasis town in northern Niger, known as a gateway to the Aïr Mountains and the Sahara desert.
-
C.
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.
-
D.
Khenchela
Khenchela is a town in northeastern Algeria known as an important urban center in the Aurès mountain region.
-
E.
Zouerate
Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
- 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: M’Sila Triple: [Qalʿat Hammad, locatedNearCity, M’Sila]
Generated description
M’Sila is a city in north-central Algeria that serves as the capital of M’Sila Province and a regional hub for agriculture and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M’Sila Target entity description: M’Sila is a city in north-central Algeria that serves as the capital of M’Sila Province and a regional hub for agriculture and trade.
-
A.
Kalbeliya
Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
-
B.
Iferouane
Iferouane is a remote oasis town in northern Niger, known as a gateway to the Aïr Mountains and the Sahara desert.
-
C.
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.
-
D.
Khenchela
Khenchela is a town in northeastern Algeria known as an important urban center in the Aurès mountain region.
-
E.
Zouerate
Zouerate is an iron-mining town in northern Mauritania that has served as an important industrial center and historical focal point in the Western Sahara conflict.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9610fab488190ac6e6d5cf056ae37 |
completed | April 10, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f66871998c8190af8bd3f9ec596ada |
completed | May 2, 2026, 9:11 p.m. |
| NEDg | Description generation | batch_69f669f69fe4819097dfc63780e8587e |
completed | May 2, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66b619c88819098acbfb60fac9921 |
completed | May 2, 2026, 9:23 p.m. |
Created at: April 9, 2026, 5:16 p.m.