Triple

T14727981
Position Surface form Disambiguated ID Type / Status
Subject Write Me Back E345992 entity
Predicate producer P490 FINISHED
Object Sham
Sham is a music producer known for working on the album "Write Me Back."
 E1115311 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: Sham | Statement: [Write Me Back, producer, Sham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sham
Context triple: [Write Me Back, producer, Sham]
  • A. Shack
    Shack is the brutal, authoritarian railroad conductor and main antagonist in the 1973 film "Emperor of the North."
  • B. Deceit
    Deceit is a film associated with filmmaker and composer Bruce Kimmel, known within his body of work in genre and independent cinema.
  • C. Skammer
    Skammer is a character or component associated with the work "Baddest Guy Ever Liveth," likely contributing to its narrative or thematic impact.
  • D. Jakande
    Jakande is a residential and commercial neighborhood located within the Eti-Osa area of Lagos, Nigeria.
  • E. Deceive
    "Deceive" is a popular Afro-pop song by Nigerian singer Yemi Alade, known for its catchy melody and themes of romantic conflict and mistrust.
  • 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: Sham
Triple: [Write Me Back, producer, Sham]
Generated description
Sham is a music producer known for working on the album "Write Me Back."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sham
Target entity description: Sham is a music producer known for working on the album "Write Me Back."
  • A. Shack
    Shack is the brutal, authoritarian railroad conductor and main antagonist in the 1973 film "Emperor of the North."
  • B. Deceit
    Deceit is a film associated with filmmaker and composer Bruce Kimmel, known within his body of work in genre and independent cinema.
  • C. Skammer
    Skammer is a character or component associated with the work "Baddest Guy Ever Liveth," likely contributing to its narrative or thematic impact.
  • D. Jakande
    Jakande is a residential and commercial neighborhood located within the Eti-Osa area of Lagos, Nigeria.
  • E. Deceive
    "Deceive" is a popular Afro-pop song by Nigerian singer Yemi Alade, known for its catchy melody and themes of romantic conflict and mistrust.
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec26179688190ba9f3cd045da0e2a completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf099eaf48190b89032b6ac769e67 completed May 8, 2026, 2:18 p.m.
NEDg Description generation batch_69fdf20f3f0c81909052226a1fb8f165 completed May 8, 2026, 2:24 p.m.
NED2 Entity disambiguation (via description) batch_69fdf30dab20819085589da4e869fb7e completed May 8, 2026, 2:28 p.m.
Created at: April 10, 2026, 1:29 a.m.