Triple

T1902467
Position Surface form Disambiguated ID Type / Status
Subject Abraham Wald E37720 entity
Predicate familyName P18 FINISHED
Object Wald
Wald is a surname most notably associated with Abraham Wald, a pioneering statistician known for his work on statistical decision theory and survivorship bias during World War II.
 E212550 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: Wald | Statement: [Abraham Wald, familyName, Wald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wald
Context triple: [Abraham Wald, familyName, Wald]
  • A. Timaná
    Timaná is a municipality and town in southern Colombia known for its colonial heritage and agricultural economy within the Andean region.
  • B. بوستان
    بوستان is a celebrated didactic Persian poem by the medieval poet Saadi of Shiraz, renowned for its moral stories and ethical teachings.
  • C. Timanfaya
    Timanfaya is a dramatic volcanic landscape and national park on the Spanish island of Lanzarote, renowned for its otherworldly lava fields and geothermal activity.
  • D. de Forest
    de Forest is a surname most notably associated with Lee de Forest, an American inventor and early pioneer of radio and electronic communication.
  • E. La Plaine
    La Plaine is a village in the canton of Geneva, Switzerland, situated near the French border and served as a terminus by the regional railway network.
  • 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: Wald
Triple: [Abraham Wald, familyName, Wald]
Generated description
Wald is a surname most notably associated with Abraham Wald, a pioneering statistician known for his work on statistical decision theory and survivorship bias during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wald
Target entity description: Wald is a surname most notably associated with Abraham Wald, a pioneering statistician known for his work on statistical decision theory and survivorship bias during World War II.
  • A. Timaná
    Timaná is a municipality and town in southern Colombia known for its colonial heritage and agricultural economy within the Andean region.
  • B. بوستان
    بوستان is a celebrated didactic Persian poem by the medieval poet Saadi of Shiraz, renowned for its moral stories and ethical teachings.
  • C. Timanfaya
    Timanfaya is a dramatic volcanic landscape and national park on the Spanish island of Lanzarote, renowned for its otherworldly lava fields and geothermal activity.
  • D. de Forest
    de Forest is a surname most notably associated with Lee de Forest, an American inventor and early pioneer of radio and electronic communication.
  • E. La Plaine
    La Plaine is a village in the canton of Geneva, Switzerland, situated near the French border and served as a terminus by the regional railway network.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb18f10e48190b2f8c64c42cc55f3 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaf768888190885ffa1632537445 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8b3d2c8190b13c03ce944f436a completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec123cc481908e55dfbe4f4da095 completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.