Triple

T16115960
Position Surface form Disambiguated ID Type / Status
Subject Iranian ballistic missile program E391001 entity
Predicate develops P73 FINISHED
Object Shahab-2
Shahab-2 is a short-range Iranian ballistic missile, derived from the Soviet Scud design, used primarily for regional military deterrence.
 E1196525 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: Shahab-2 | Statement: [Iranian ballistic missile program, develops, Shahab-2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shahab-2
Context triple: [Iranian ballistic missile program, develops, Shahab-2]
  • A. Shahab-1
    Shahab-1 is a short-range Iranian ballistic missile, derived from the Soviet Scud-B design, and used primarily for tactical battlefield and regional strike purposes.
  • B. Hatf missile series
    The Hatf missile series is Pakistan’s family of ballistic and cruise missiles developed to provide a range of strategic and tactical delivery systems, including nuclear-capable weapons.
  • C. Babur cruise missile
    The Babur cruise missile is a Pakistani subsonic, terrain-hugging, nuclear-capable cruise missile designed for precision strikes against land and sea targets.
  • D. Ghauri missile series
    The Ghauri missile series is a family of Pakistani medium-range ballistic missiles capable of delivering nuclear or conventional warheads, developed with foreign assistance to enhance the country’s strategic deterrent.
  • E. Shaheen missile series
    The Shaheen missile series is a family of Pakistani solid-fueled, road-mobile ballistic missiles developed to provide the country with credible medium- to long-range nuclear-capable strike capability.
  • 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: Shahab-2
Triple: [Iranian ballistic missile program, develops, Shahab-2]
Generated description
Shahab-2 is a short-range Iranian ballistic missile, derived from the Soviet Scud design, used primarily for regional military deterrence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shahab-2
Target entity description: Shahab-2 is a short-range Iranian ballistic missile, derived from the Soviet Scud design, used primarily for regional military deterrence.
  • A. Shahab-1
    Shahab-1 is a short-range Iranian ballistic missile, derived from the Soviet Scud-B design, and used primarily for tactical battlefield and regional strike purposes.
  • B. Hatf missile series
    The Hatf missile series is Pakistan’s family of ballistic and cruise missiles developed to provide a range of strategic and tactical delivery systems, including nuclear-capable weapons.
  • C. Babur cruise missile
    The Babur cruise missile is a Pakistani subsonic, terrain-hugging, nuclear-capable cruise missile designed for precision strikes against land and sea targets.
  • D. Ghauri missile series
    The Ghauri missile series is a family of Pakistani medium-range ballistic missiles capable of delivering nuclear or conventional warheads, developed with foreign assistance to enhance the country’s strategic deterrent.
  • E. Shaheen missile series
    The Shaheen missile series is a family of Pakistani solid-fueled, road-mobile ballistic missiles developed to provide the country with credible medium- to long-range nuclear-capable strike capability.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2016a9dd48190bca3f58778ed865f completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a44cb48190abe3b1ea27349734 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b25ba081909c396431ace865ac completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff4a2964c8190bfa8c2fa0f934abe completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5 a.m.