Triple

T6374985
Position Surface form Disambiguated ID Type / Status
Subject Migdal HaEmek E143442 entity
Predicate developmentTownProgram P27981 FINISHED
Object Ma'abarot-to-towns project in Israel
The Ma'abarot-to-towns project in Israel was a state-led initiative in the 1950s–1960s to transform temporary immigrant transit camps into permanent development towns across the country.
E589029 NE FINISHED

How this triple was built (5 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: Ma'abarot-to-towns project in Israel | Statement: [Migdal HaEmek, developmentTownProgram, Ma'abarot-to-towns project in Israel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ma'abarot-to-towns project in Israel
Context triple: [Migdal HaEmek, developmentTownProgram, Ma'abarot-to-towns project in Israel]
  • A. Kibbutz Megiddo
    Kibbutz Megiddo is an Israeli communal settlement in northern Israel, located close to the historic site of Tel Megiddo (Armageddon) in the Jezreel Valley.
  • B. Aliyah Bet
    Aliyah Bet was the clandestine, often illegal immigration of Jewish refugees to Mandatory Palestine before the establishment of Israel, organized in defiance of British restrictions.
  • C. 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.
  • D. Degania Alef
    Degania Alef is a historic kibbutz in northern Israel, widely regarded as the first kibbutz and a symbol of early Zionist pioneering.
  • E. Nahalal
    Nahalal is Israel’s first moshav (cooperative agricultural village), founded in 1921 in the Jezreel Valley and known for its distinctive circular layout.
  • 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: Ma'abarot-to-towns project in Israel
Triple: [Migdal HaEmek, developmentTownProgram, Ma'abarot-to-towns project in Israel]
Generated description
The Ma'abarot-to-towns project in Israel was a state-led initiative in the 1950s–1960s to transform temporary immigrant transit camps into permanent development towns across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ma'abarot-to-towns project in Israel
Target entity description: The Ma'abarot-to-towns project in Israel was a state-led initiative in the 1950s–1960s to transform temporary immigrant transit camps into permanent development towns across the country.
  • A. Kibbutz Megiddo
    Kibbutz Megiddo is an Israeli communal settlement in northern Israel, located close to the historic site of Tel Megiddo (Armageddon) in the Jezreel Valley.
  • B. Aliyah Bet
    Aliyah Bet was the clandestine, often illegal immigration of Jewish refugees to Mandatory Palestine before the establishment of Israel, organized in defiance of British restrictions.
  • C. 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.
  • D. Degania Alef
    Degania Alef is a historic kibbutz in northern Israel, widely regarded as the first kibbutz and a symbol of early Zionist pioneering.
  • E. Nahalal
    Nahalal is Israel’s first moshav (cooperative agricultural village), founded in 1921 in the Jezreel Valley and known for its distinctive circular layout.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developmentTownProgram
Context triple: [Migdal HaEmek, developmentTownProgram, Ma'abarot-to-towns project in Israel]
  • A. townPlannedWith
    Indicates that a town was designed, organized, or laid out in coordination with a particular plan, entity, or planning effort.
  • B. urbanDevelopment
    Indicates the process or activities through which urban areas are planned, expanded, or transformed, including changes to infrastructure, land use, and the built environment.
  • C. developmentInitiative chosen
    Indicates an organized effort or program undertaken to promote growth, improvement, or progress in a particular area or context.
  • D. urbanDevelopmentType
    Indicates the specific category or nature of urban development associated with or applied to an entity (e.g., residential, commercial, mixed-use).
  • E. developmentProgram
    Indicates a structured initiative or plan designed to improve, advance, or build the capabilities, resources, or conditions of a target group, system, or area over time.
  • F. None of above.

Provenance (6 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_69c008d9f4348190ab598a2913259a1c completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0683ab8e08190ab3c9a5000b1d2be completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d9820f08190b12754d94507228f completed March 27, 2026, 7:11 a.m.
NEDg Description generation batch_69c62e6ba24481908845287b0eb65f3c completed March 27, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69c62ecd35a88190a819b5764ecfbe55 completed March 27, 2026, 7:16 a.m.
PD Predicate disambiguation batch_69c060ee055081908c79a1d151bd74cd completed March 22, 2026, 9:36 p.m.
Created at: March 22, 2026, 4:33 p.m.