Triple

T1931777
Position Surface form Disambiguated ID Type / Status
Subject Kel Adagh E40960 entity
Predicate hasSubgroup P747 FINISHED
Object Imghad
The Imghad are a social stratum within Tuareg society, traditionally serving as vassals or client communities under noble confederations such as the Kel Adagh in the central Sahara.
 E217449 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: Imghad | Statement: [Kel Adagh, hasSubgroup, Imghad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Imghad
Context triple: [Kel Adagh, hasSubgroup, Imghad]
  • A. Kadmat
    Kadmat is a coral island in India’s Lakshadweep archipelago, known for its white-sand beaches, clear lagoons, and vibrant marine life that make it a popular destination for snorkeling and diving.
  • B. Hatra
    Hatra is an ancient fortified city in northern Iraq, renowned for its well-preserved blend of Hellenistic and Parthian architecture and its role as a major religious and trading center in the early centuries CE.
  • C. Hisarlik
    Hisarlik is an archaeological mound in northwestern Turkey widely identified as the site of ancient Troy, extensively excavated by Heinrich Schliemann.
  • D. Hel Fortress
    Hel Fortress was a key Polish coastal stronghold on the Hel Peninsula that served as a major defensive position during the early fighting of World War II.
  • E. Mandsaur
    Mandsaur is a prominent city in northwestern Madhya Pradesh, India, known for its historical significance and agricultural and industrial economy.
  • 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: Imghad
Triple: [Kel Adagh, hasSubgroup, Imghad]
Generated description
The Imghad are a social stratum within Tuareg society, traditionally serving as vassals or client communities under noble confederations such as the Kel Adagh in the central Sahara.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Imghad
Target entity description: The Imghad are a social stratum within Tuareg society, traditionally serving as vassals or client communities under noble confederations such as the Kel Adagh in the central Sahara.
  • A. Kadmat
    Kadmat is a coral island in India’s Lakshadweep archipelago, known for its white-sand beaches, clear lagoons, and vibrant marine life that make it a popular destination for snorkeling and diving.
  • B. Hatra
    Hatra is an ancient fortified city in northern Iraq, renowned for its well-preserved blend of Hellenistic and Parthian architecture and its role as a major religious and trading center in the early centuries CE.
  • C. Hisarlik
    Hisarlik is an archaeological mound in northwestern Turkey widely identified as the site of ancient Troy, extensively excavated by Heinrich Schliemann.
  • D. Hel Fortress
    Hel Fortress was a key Polish coastal stronghold on the Hel Peninsula that served as a major defensive position during the early fighting of World War II.
  • E. Mandsaur
    Mandsaur is a prominent city in northwestern Madhya Pradesh, India, known for its historical significance and agricultural and industrial economy.
  • 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb297ec2c819092ad62d72005223d completed March 7, 2026, 5:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3ef29e0819081b37664224dee91 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf598ee5c819081549042859e076f completed March 8, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69adf6a6cc18819092a4e6535ce1376c completed March 8, 2026, 10:22 p.m.
Created at: March 4, 2026, 7:35 p.m.