Triple

T11855996
Position Surface form Disambiguated ID Type / Status
Subject Tel Aviv metropolitan area E282040 entity
Predicate hasMunicipality P847 FINISHED
Object Shoham
Shoham is a modern, affluent commuter town in central Israel, located near Tel Aviv and known for its high quality of life and family-oriented residential character.
E961703 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: Shoham | Statement: [Tel Aviv metropolitan area, hasMunicipality, Shoham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shoham
Context triple: [Tel Aviv metropolitan area, hasMunicipality, Shoham]
  • A. Holon
    Holon is a city in central Israel, part of the Tel Aviv metropolitan area, known for its cultural institutions, museums, and diverse communities.
  • B. Shahar
    Shahar is an organization or group that includes Anindya Bose among its members.
  • C. Farshut
    Farshut is a town in Upper Egypt known as an agricultural and local commercial center within the Qena region.
  • D. Safdie
    Safdie is a surname most prominently associated with filmmakers Benny and Josh Safdie, known for their gritty, anxiety-inducing independent films.
  • E. Kfar Saba, Israel
    Kfar Saba is a city in central Israel known for its high quality of life, developed urban infrastructure, and location in the Sharon plain northeast of Tel Aviv.
  • 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: Shoham
Triple: [Tel Aviv metropolitan area, hasMunicipality, Shoham]
Generated description
Shoham is a modern, affluent commuter town in central Israel, located near Tel Aviv and known for its high quality of life and family-oriented residential character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shoham
Target entity description: Shoham is a modern, affluent commuter town in central Israel, located near Tel Aviv and known for its high quality of life and family-oriented residential character.
  • A. Holon
    Holon is a city in central Israel, part of the Tel Aviv metropolitan area, known for its cultural institutions, museums, and diverse communities.
  • B. Shahar
    Shahar is an organization or group that includes Anindya Bose among its members.
  • C. Farshut
    Farshut is a town in Upper Egypt known as an agricultural and local commercial center within the Qena region.
  • D. Safdie
    Safdie is a surname most prominently associated with filmmakers Benny and Josh Safdie, known for their gritty, anxiety-inducing independent films.
  • E. Kfar Saba, Israel
    Kfar Saba is a city in central Israel known for its high quality of life, developed urban infrastructure, and location in the Sharon plain northeast of Tel Aviv.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a697f4108190af984932d2118472 completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f49cd0f8e0819081e4492e0002e48a completed May 1, 2026, 12:30 p.m.
NEDg Description generation batch_69f53d8ec5448190b303624887f7fa05 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564d2b4348190abf2d09ae00aea37 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:43 p.m.