Triple

T19356526
Position Surface form Disambiguated ID Type / Status
Subject Drâa Valley E484161 entity
Predicate extendsTo P1673 FINISHED
Object Mhamid
Mhamid is a remote desert village in southern Morocco that serves as a gateway to the Sahara and the end of the Drâa Valley’s traditional caravan route.
 E1372383 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: Mhamid | Statement: [Drâa Valley, extendsTo, Mhamid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mhamid
Context triple: [Drâa Valley, extendsTo, Mhamid]
  • A. Hamed
    Hamed is a masculine given name commonly used in Arabic-speaking and Muslim-majority cultures.
  • B. Hamzaa
    Hamzaa is a British R&B and soul singer-songwriter known for her emotive vocals and introspective, heartfelt lyrics.
  • C. Hammad
    Hammad is a character in the novel "Falling Man," which explores the aftermath of the September 11 attacks.
  • D. Al-Hamid
    Al-Hamid is an Arabic male given name and epithet meaning "the Praiseworthy," often used as one of the names or attributes of God in Islamic tradition.
  • E. Mohieddin
    Mohieddin is an Arabic surname notably borne by Egyptian politician and military officer Khaled Mohieddin.
  • 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: Mhamid
Triple: [Drâa Valley, extendsTo, Mhamid]
Generated description
Mhamid is a remote desert village in southern Morocco that serves as a gateway to the Sahara and the end of the Drâa Valley’s traditional caravan route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mhamid
Target entity description: Mhamid is a remote desert village in southern Morocco that serves as a gateway to the Sahara and the end of the Drâa Valley’s traditional caravan route.
  • A. Hamed
    Hamed is a masculine given name commonly used in Arabic-speaking and Muslim-majority cultures.
  • B. Hamzaa
    Hamzaa is a British R&B and soul singer-songwriter known for her emotive vocals and introspective, heartfelt lyrics.
  • C. Hammad
    Hammad is a character in the novel "Falling Man," which explores the aftermath of the September 11 attacks.
  • D. Al-Hamid
    Al-Hamid is an Arabic male given name and epithet meaning "the Praiseworthy," often used as one of the names or attributes of God in Islamic tradition.
  • E. Mohieddin
    Mohieddin is an Arabic surname notably borne by Egyptian politician and military officer Khaled Mohieddin.
  • 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_69d8e8d305088190ad13571532aa454c completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e619096c1081909ce2cbf7ae804e73 completed April 20, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07240bbb7c8190aeb04315b2896e73 completed May 15, 2026, 1:47 p.m.
NEDg Description generation batch_6a072550bf2881909ceb6b91b597762b completed May 15, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a07272e260c8190aa370620d576b830 completed May 15, 2026, 2:01 p.m.
Created at: April 10, 2026, 1:34 p.m.