Triple

T16003010
Position Surface form Disambiguated ID Type / Status
Subject Needed Me E388140 entity
Predicate writer P1360 FINISHED
Object Khaled Rohaim
Khaled Rohaim is a music producer and songwriter known for crafting contemporary R&B and pop tracks for various international artists.
E1191635 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: Khaled Rohaim | Statement: [Needed Me, writer, Khaled Rohaim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khaled Rohaim
Context triple: [Needed Me, writer, Khaled Rohaim]
  • A. Khaled Mohieddin
    Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
  • B. Nabil Shaath
    Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
  • C. Khaled Hadj Ibrahim
    Khaled Hadj Ibrahim, better known as Cheb Khaled, is an Algerian raï singer-songwriter widely regarded as the "King of Raï" and one of the genre’s most internationally successful artists.
  • D. Talal Maddah
    Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
  • E. Abdelraouf al-Rawabdeh
    Abdelraouf al-Rawabdeh is a Jordanian politician who served as the country's prime minister and has held several other senior governmental positions.
  • 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: Khaled Rohaim
Triple: [Needed Me, writer, Khaled Rohaim]
Generated description
Khaled Rohaim is a music producer and songwriter known for crafting contemporary R&B and pop tracks for various international artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khaled Rohaim
Target entity description: Khaled Rohaim is a music producer and songwriter known for crafting contemporary R&B and pop tracks for various international artists.
  • A. Khaled Mohieddin
    Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
  • B. Nabil Shaath
    Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
  • C. Khaled Hadj Ibrahim
    Khaled Hadj Ibrahim, better known as Cheb Khaled, is an Algerian raï singer-songwriter widely regarded as the "King of Raï" and one of the genre’s most internationally successful artists.
  • D. Talal Maddah
    Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
  • E. Abdelraouf al-Rawabdeh
    Abdelraouf al-Rawabdeh is a Jordanian politician who served as the country's prime minister and has held several other senior governmental positions.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157fd753c819099707109e35540e1 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbca65a4819090109589dba7f7a9 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdd1164d88190abece2de2dc3dc26 completed May 10, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd564ac8819094d154b8ee12406f completed May 10, 2026, 1:20 a.m.
Created at: April 10, 2026, 4:55 a.m.