Triple

T132980
Position Surface form Disambiguated ID Type / Status
Subject United States flag E2690 entity
Predicate designerOfCurrentArrangement P184 FINISHED
Object Robert G. Heft
Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
E60944 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: Robert G. Heft | Statement: [United States flag, designerOfCurrentArrangement, Robert G. Heft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert G. Heft
Context triple: [United States flag, designerOfCurrentArrangement, Robert G. Heft]
  • A. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • B. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • C. Paul G. Hoffman
    Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
  • D. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • E. George L. Dahl
    George L. Dahl was a prominent 20th-century American architect known for shaping much of Dallas’s skyline and major civic landmarks.
  • 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: Robert G. Heft
Triple: [United States flag, designerOfCurrentArrangement, Robert G. Heft]
Generated description
Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert G. Heft
Target entity description: Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
  • A. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • B. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • C. Paul G. Hoffman
    Paul G. Hoffman was an American automobile executive and public administrator best known for leading post–World War II European recovery efforts and later serving in prominent roles at the United Nations.
  • D. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • E. George L. Dahl
    George L. Dahl was a prominent 20th-century American architect known for shaping much of Dallas’s skyline and major civic landmarks.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: designerOfCurrentArrangement
Context triple: [United States flag, designerOfCurrentArrangement, Robert G. Heft]
  • A. designedBy chosen
    Indicates that one entity is the creator, planner, or architect responsible for the form or structure of another entity.
  • B. arrangement
    Indicates a relationship where entities are organized, ordered, or positioned in a particular configuration or sequence relative to one another.
  • C. designedIn
    Indicates that something was created, planned, or conceived during a particular time period or at a specific location.
  • D. hasDesign
    Indicates that one entity possesses, embodies, or is characterized by a particular design associated with another entity.
  • E. designUse
    Indicates that one entity is used as a design basis, purpose, or intended functional use for another entity.
  • 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a25855baf48190a1b63f2e5865d957 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a4746825348190892c8f6341796dac completed March 1, 2026, 5:16 p.m.
NEDg Description generation batch_69a475b504248190a1aaaafb8a592209 completed March 1, 2026, 5:21 p.m.
NED2 Entity disambiguation (via description) batch_69a4762960748190b6d7aeb89eb13495 completed March 1, 2026, 5:23 p.m.
PD Predicate disambiguation batch_69a2564edb488190974dc00eb9ac37d9 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:30 a.m.