Triple

T2970976
Position Surface form Disambiguated ID Type / Status
Subject National Defense Education Act E80278 entity
Predicate shortName P43 FINISHED
Object NDEA
NDEA is a U.S. federal law enacted in 1958 that expanded funding for education, particularly in science, mathematics, and foreign languages, in response to Cold War concerns about national security and technological competition.
 E314329 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: NDEA | Statement: [National Defense Education Act, shortName, NDEA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NDEA
Context triple: [National Defense Education Act, shortName, NDEA]
  • A. CADE
    CADE is a leading international conference focused on research and advances in automated reasoning and automated theorem proving.
  • B. NEA
    NEA is the commonly used acronym for the National Emergencies Act, a U.S. federal law governing the declaration and regulation of national emergencies by the President.
  • C. NEA
    NEA is the commonly used abbreviation for the U.S. State Department’s Bureau of Near Eastern Affairs, which manages American diplomatic relations and policy in the Near East region.
  • D. NEA
    NEA is the vehicle registration code for the district of Neustadt an der Aisch-Bad Windsheim in Middle Franconia, Bavaria, Germany.
  • E. NCE
    NCE is the three-letter IATA airport code for Nice Côte d’Azur Airport, the main international airport serving Nice and the French Riviera.
  • 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: NDEA
Triple: [National Defense Education Act, shortName, NDEA]
Generated description
NDEA is a U.S. federal law enacted in 1958 that expanded funding for education, particularly in science, mathematics, and foreign languages, in response to Cold War concerns about national security and technological competition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NDEA
Target entity description: NDEA is a U.S. federal law enacted in 1958 that expanded funding for education, particularly in science, mathematics, and foreign languages, in response to Cold War concerns about national security and technological competition.
  • A. CADE
    CADE is a leading international conference focused on research and advances in automated reasoning and automated theorem proving.
  • B. NEA
    NEA is the commonly used acronym for the National Emergencies Act, a U.S. federal law governing the declaration and regulation of national emergencies by the President.
  • C. NEA
    NEA is the commonly used abbreviation for the U.S. State Department’s Bureau of Near Eastern Affairs, which manages American diplomatic relations and policy in the Near East region.
  • D. NEA
    NEA is the vehicle registration code for the district of Neustadt an der Aisch-Bad Windsheim in Middle Franconia, Bavaria, Germany.
  • E. NCE
    NCE is the three-letter IATA airport code for Nice Côte d’Azur Airport, the main international airport serving Nice and the French Riviera.
  • 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_69ad8b14ffe881908ffed62f9595c867 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9973ed6881908f11f49ca2e171df completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fca6491c81909edaf6f495f17761 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b1006c3ee48190b17b8216a8b700c9 completed March 11, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69b100dd4f108190b39926534096d6c7 completed March 11, 2026, 5:42 a.m.
Created at: March 8, 2026, 2:58 p.m.