Triple

T19635813
Position Surface form Disambiguated ID Type / Status
Subject Shfar'am Municipality E471393 entity
Predicate administers P123 FINISHED
Object city of Shfar'am
The city of Shfar'am is a predominantly Arab city in northern Israel known for its mixed Muslim, Christian, and Druze population and long historical roots dating back to ancient times.
E1388061 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: city of Shfar'am | Statement: [Shfar'am Municipality, administers, city of Shfar'am]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: city of Shfar'am
Context triple: [Shfar'am Municipality, administers, city of Shfar'am]
  • A. Yabneh
    Yabneh is an alternative name for Yavneh, an ancient city in central Israel historically significant as a center of Jewish learning after the destruction of the Second Temple.
  • B. Sha'ar Yafo
    Sha'ar Yafo is the Hebrew name for Jaffa Gate, one of the main historic entrances to Jerusalem’s Old City.
  • C. Beth-shan
    Beth-shan is an ancient Near Eastern city, known from biblical and archaeological records, located at the strategic junction of the Jordan River Valley and Jezreel Valley in modern-day Israel.
  • D. Kfar Shmaryahu
    Kfar Shmaryahu is an affluent suburban village in central Israel known for its high standard of living and proximity to Tel Aviv.
  • E. Isfiya
    Isfiya is a Druze-majority village and local council located on Mount Carmel in northern Israel.
  • 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: city of Shfar'am
Triple: [Shfar'am Municipality, administers, city of Shfar'am]
Generated description
The city of Shfar'am is a predominantly Arab city in northern Israel known for its mixed Muslim, Christian, and Druze population and long historical roots dating back to ancient times.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: city of Shfar'am
Target entity description: The city of Shfar'am is a predominantly Arab city in northern Israel known for its mixed Muslim, Christian, and Druze population and long historical roots dating back to ancient times.
  • A. Yabneh
    Yabneh is an alternative name for Yavneh, an ancient city in central Israel historically significant as a center of Jewish learning after the destruction of the Second Temple.
  • B. Sha'ar Yafo
    Sha'ar Yafo is the Hebrew name for Jaffa Gate, one of the main historic entrances to Jerusalem’s Old City.
  • C. Beth-shan
    Beth-shan is an ancient Near Eastern city, known from biblical and archaeological records, located at the strategic junction of the Jordan River Valley and Jezreel Valley in modern-day Israel.
  • D. Kfar Shmaryahu
    Kfar Shmaryahu is an affluent suburban village in central Israel known for its high standard of living and proximity to Tel Aviv.
  • E. Isfiya
    Isfiya is a Druze-majority village and local council located on Mount Carmel in northern Israel.
  • 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_69d8e511f28481909f4bc3ea9191e54a completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64105f44081909c62341bace91972 completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077ee0b3cc8190aefa862f54e2739a completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a0782badcf88190b2ae7bdeb2527e51 completed May 15, 2026, 8:31 p.m.
NED2 Entity disambiguation (via description) batch_6a0783431c3c81908389444c8afbeb71 completed May 15, 2026, 8:34 p.m.
Created at: April 10, 2026, 1:44 p.m.