Triple

T19170754
Position Surface form Disambiguated ID Type / Status
Subject Safi Province E469312 entity
Predicate contains P35 FINISHED
Object Jamaa Shaim
Jamaa Shaim is a small town and rural commune located in Safi Province within Morocco's Marrakesh–Safi region.
 E1361608 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: Jamaa Shaim | Statement: [Safi Province, contains, Jamaa Shaim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jamaa Shaim
Context triple: [Safi Province, contains, Jamaa Shaim]
  • A. Jamaameh
    Jamaameh is a town in southern Somalia known for its agricultural activities along the Jubba River.
  • B. Shuja
    Shuja is a given name most notably associated with Shuja Shah Durrani, a 19th-century ruler of the Durrani Empire in Afghanistan.
  • C. Al-Shaab
    Al-Shaab is a residential coastal district in Kuwait known for its seaside location and urban amenities within the Hawalli area.
  • D. Jamaame
    Jamaame is a significant urban and economic center in southern Somalia’s Jubaland region, known especially for its agricultural production and location along the Jubba River.
  • E. Hamzaa
    Hamzaa is a British R&B and soul singer-songwriter known for her emotive vocals and introspective, heartfelt lyrics.
  • 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: Jamaa Shaim
Triple: [Safi Province, contains, Jamaa Shaim]
Generated description
Jamaa Shaim is a small town and rural commune located in Safi Province within Morocco's Marrakesh–Safi region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jamaa Shaim
Target entity description: Jamaa Shaim is a small town and rural commune located in Safi Province within Morocco's Marrakesh–Safi region.
  • A. Jamaameh
    Jamaameh is a town in southern Somalia known for its agricultural activities along the Jubba River.
  • B. Shuja
    Shuja is a given name most notably associated with Shuja Shah Durrani, a 19th-century ruler of the Durrani Empire in Afghanistan.
  • C. Al-Shaab
    Al-Shaab is a residential coastal district in Kuwait known for its seaside location and urban amenities within the Hawalli area.
  • D. Jamaame
    Jamaame is a significant urban and economic center in southern Somalia’s Jubaland region, known especially for its agricultural production and location along the Jubba River.
  • E. Hamzaa
    Hamzaa is a British R&B and soul singer-songwriter known for her emotive vocals and introspective, heartfelt lyrics.
  • 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_69d8dd09d5a081909ae43c286651ae5a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f163c5888190b4880471d17b4f51 completed April 20, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f2639f188190aa87c1b31b5dcb7b completed May 15, 2026, 10:16 a.m.
NEDg Description generation batch_6a06f338f504819081daeef10e629afd completed May 15, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4199a588190943d3d45536a228c completed May 15, 2026, 10:23 a.m.
Created at: April 10, 2026, 12:06 p.m.