Triple
T19687569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Morocco |
E472751
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Khénifra
Khénifra is a city in central Morocco known as a cultural center of the Zayan Berber tribes and a gateway to the Middle Atlas mountains.
|
E1390434
|
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: Khénifra | Statement: [Central Morocco, containsCity, Khénifra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khénifra Context triple: [Central Morocco, containsCity, Khénifra]
-
A.
Tashmetu
Tashmetu is a Mesopotamian goddess associated with mercy and the granting of prayers, venerated alongside the god Nabu.
-
B.
Neferu
Neferu is an ancient Egyptian female name borne by several royal women, including queens and princesses of the Middle and New Kingdoms.
-
C.
Hophra
Hophra was a pharaoh of Egypt’s 26th Dynasty, known for his military campaigns and eventual overthrow amid internal unrest and foreign pressure.
-
D.
Tawosret
Tawosret was a queen and the last pharaoh of Egypt’s 19th Dynasty, who briefly ruled as a female king during a period of political instability.
-
E.
Wahibre
Wahibre was the throne name of Psamtik I, a 26th Dynasty pharaoh who reunified Egypt and initiated the Late Period’s political and cultural revival.
- 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: Khénifra Triple: [Central Morocco, containsCity, Khénifra]
Generated description
Khénifra is a city in central Morocco known as a cultural center of the Zayan Berber tribes and a gateway to the Middle Atlas mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khénifra Target entity description: Khénifra is a city in central Morocco known as a cultural center of the Zayan Berber tribes and a gateway to the Middle Atlas mountains.
-
A.
Tashmetu
Tashmetu is a Mesopotamian goddess associated with mercy and the granting of prayers, venerated alongside the god Nabu.
-
B.
Neferu
Neferu is an ancient Egyptian female name borne by several royal women, including queens and princesses of the Middle and New Kingdoms.
-
C.
Hophra
Hophra was a pharaoh of Egypt’s 26th Dynasty, known for his military campaigns and eventual overthrow amid internal unrest and foreign pressure.
-
D.
Tawosret
Tawosret was a queen and the last pharaoh of Egypt’s 19th Dynasty, who briefly ruled as a female king during a period of political instability.
-
E.
Wahibre
Wahibre was the throne name of Psamtik I, a 26th Dynasty pharaoh who reunified Egypt and initiated the Late Period’s political and cultural revival.
- 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_69d8e515bef88190bc30781aea50537a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6420d39688190ad3a84dbffce4ffe |
completed | April 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0787cb199c8190ac46595fab1fadf1 |
completed | May 15, 2026, 8:53 p.m. |
| NEDg | Description generation | batch_6a0788f2a2a88190abeb32e0f1b76702 |
completed | May 15, 2026, 8:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0789e3e1d48190a2f643a997e7ff02 |
completed | May 15, 2026, 9:02 p.m. |
Created at: April 10, 2026, 1:45 p.m.