Triple

T15876245
Position Surface form Disambiguated ID Type / Status
Subject Ahmad Shamlu E384959 entity
Predicate nativeName P15 FINISHED
Object احمد شاملو
احمد شاملو شاعر، نویسنده، مترجم و روشنفکر برجستهٔ معاصر ایرانی است که به‌ویژه با شعرهای نوآورانه و زبان خاص خود در ادبیات فارسی شناخته می‌شود.
E1181045 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: احمد شاملو | Statement: [Ahmad Shamlu, nativeName, احمد شاملو]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: احمد شاملو
Context triple: [Ahmad Shamlu, nativeName, احمد شاملو]
  • A. Ahmad Marvi
    Ahmad Marvi is an Iranian cleric and political figure who serves as the head of the powerful religious and economic institution overseeing the Imam Reza shrine in Mashhad.
  • B. Shahid Amin
    Shahid Amin is an Indian historian known for his influential contributions to the Subaltern Studies collective, particularly his work on peasant consciousness, memory, and the writing of history from below.
  • C. Mohammad Azar
    Mohammad Azar is a machine learning researcher known for co-authoring the influential Rainbow DQN algorithm in deep reinforcement learning.
  • D. Shahid Madani
    Shahid Madani is an Iranian martyr and religious figure commemorated through the naming of Tabriz International Airport in his honor.
  • E. Sher Mohammad Karimi
    Sher Mohammad Karimi is a senior Afghan military leader who served as Chief of General Staff of the Afghan National Army and played a key role in the country’s post-2001 security forces.
  • 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: احمد شاملو
Triple: [Ahmad Shamlu, nativeName, احمد شاملو]
Generated description
احمد شاملو شاعر، نویسنده، مترجم و روشنفکر برجستهٔ معاصر ایرانی است که به‌ویژه با شعرهای نوآورانه و زبان خاص خود در ادبیات فارسی شناخته می‌شود.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: احمد شاملو
Target entity description: احمد شاملو شاعر، نویسنده، مترجم و روشنفکر برجستهٔ معاصر ایرانی است که به‌ویژه با شعرهای نوآورانه و زبان خاص خود در ادبیات فارسی شناخته می‌شود.
  • A. Ahmad Marvi
    Ahmad Marvi is an Iranian cleric and political figure who serves as the head of the powerful religious and economic institution overseeing the Imam Reza shrine in Mashhad.
  • B. Shahid Amin
    Shahid Amin is an Indian historian known for his influential contributions to the Subaltern Studies collective, particularly his work on peasant consciousness, memory, and the writing of history from below.
  • C. Mohammad Azar
    Mohammad Azar is a machine learning researcher known for co-authoring the influential Rainbow DQN algorithm in deep reinforcement learning.
  • D. Shahid Madani
    Shahid Madani is an Iranian martyr and religious figure commemorated through the naming of Tabriz International Airport in his honor.
  • E. Sher Mohammad Karimi
    Sher Mohammad Karimi is a senior Afghan military leader who served as Chief of General Staff of the Afghan National Army and played a key role in the country’s post-2001 security forces.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e155fdc1b881909d1c82c4c66a195a completed April 16, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa94e9b548190bec74e6d9790d241 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa07df788190bae67f3d9a800331 completed May 9, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69ffaaa92a648190a09829ef3197223c completed May 9, 2026, 9:44 p.m.
Created at: April 10, 2026, 4:51 a.m.