Triple

T4648216
Position Surface form Disambiguated ID Type / Status
Subject Toubkal National Park E102224 entity
Predicate containsVillage P4011 FINISHED
Object Aroumd
Aroumd is a small traditional Berber mountain village in Morocco’s High Atlas, serving as a common base for trekkers heading toward Mount Toubkal.
 E457094 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: Aroumd | Statement: [Toubkal National Park, containsVillage, Aroumd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aroumd
Context triple: [Toubkal National Park, containsVillage, Aroumd]
  • A. Aro
    Aro is a powerful and ancient vampire in the Twilight series, known as one of the three ruling leaders of the Volturi coven and for his ability to read every thought a person has ever had through touch.
  • B. Kalorama
    Kalorama is an affluent, historic residential neighborhood in Northwest Washington, D.C., known for its embassies, stately mansions, and prominent political residents.
  • C. Arenas
    Arenas is a Spanish-origin surname most notably associated with former NBA All-Star basketball player Gilbert Arenas.
  • D. Arrochar
    Arrochar is a residential neighborhood on the eastern shore of Staten Island in New York City, known for its proximity to the Verrazzano-Narrows Bridge and its mix of suburban homes and local businesses.
  • E. Royat
    Royat is a spa town in central France known for its thermal springs and Belle Époque architecture.
  • 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: Aroumd
Triple: [Toubkal National Park, containsVillage, Aroumd]
Generated description
Aroumd is a small traditional Berber mountain village in Morocco’s High Atlas, serving as a common base for trekkers heading toward Mount Toubkal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aroumd
Target entity description: Aroumd is a small traditional Berber mountain village in Morocco’s High Atlas, serving as a common base for trekkers heading toward Mount Toubkal.
  • A. Aro
    Aro is a powerful and ancient vampire in the Twilight series, known as one of the three ruling leaders of the Volturi coven and for his ability to read every thought a person has ever had through touch.
  • B. Kalorama
    Kalorama is an affluent, historic residential neighborhood in Northwest Washington, D.C., known for its embassies, stately mansions, and prominent political residents.
  • C. Arenas
    Arenas is a Spanish-origin surname most notably associated with former NBA All-Star basketball player Gilbert Arenas.
  • D. Arrochar
    Arrochar is a residential neighborhood on the eastern shore of Staten Island in New York City, known for its proximity to the Verrazzano-Narrows Bridge and its mix of suburban homes and local businesses.
  • E. Royat
    Royat is a spa town in central France known for its thermal springs and Belle Époque architecture.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd62feeb6c8190a7807c37e9a6fa00 completed March 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfadfe8b4819088a5fb1565bbe94a completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfb9422e48190819d5d99e72e8854 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc6ac91c819090776365d3dc05d4 completed March 21, 2026, 2:03 a.m.
Created at: March 20, 2026, 1:14 p.m.