Triple

T7086947
Position Surface form Disambiguated ID Type / Status
Subject Jean-Baptiste Say E165098 entity
Predicate familyName P18 FINISHED
Object Say
Say is a French surname most famously associated with economist Jean-Baptiste Say, known for formulating Say's Law in classical economics.
E639956 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: Say | Statement: [Jean-Baptiste Say, familyName, Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Say
Context triple: [Jean-Baptiste Say, familyName, Say]
  • A. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • B. Speak
    "Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
  • C. So
    So is the given name of So Taguchi, a former Japanese professional baseball outfielder who played in both Nippon Professional Baseball and Major League Baseball.
  • D. Say It
    "Say It" is a song by American alternative rock band Blue October, known for its emotionally charged lyrics and intense, melodic sound.
  • E. Say It
    "Say It" is a track by Rihanna from her acclaimed 2007 album *Good Girl Gone Bad*, blending R&B and pop influences with sensual, confessional lyrics.
  • 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: Say
Triple: [Jean-Baptiste Say, familyName, Say]
Generated description
Say is a French surname most famously associated with economist Jean-Baptiste Say, known for formulating Say's Law in classical economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Say
Target entity description: Say is a French surname most famously associated with economist Jean-Baptiste Say, known for formulating Say's Law in classical economics.
  • A. Speak
    "Speak" is a hard rock single by the American band Godsmack, known for its heavy riffs and aggressive vocal style.
  • B. Speak
    "Speak" is a 2004 drama film based on Laurie Halse Anderson's novel, featuring Kristen Stewart as a traumatized teenager who becomes selectively mute after a sexual assault.
  • C. So
    So is the given name of So Taguchi, a former Japanese professional baseball outfielder who played in both Nippon Professional Baseball and Major League Baseball.
  • D. Say It
    "Say It" is a song by American alternative rock band Blue October, known for its emotionally charged lyrics and intense, melodic sound.
  • E. Say It
    "Say It" is a track by Rihanna from her acclaimed 2007 album *Good Girl Gone Bad*, blending R&B and pop influences with sensual, confessional lyrics.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e513d9b08190a8a8d213c2264ce4 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c794888abc8190ada2ae826449745a completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7954253948190ab2bb3f7fc699fc3 completed March 28, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69c795b1be18819087a4a70fc567bd80 completed March 28, 2026, 8:47 a.m.
Created at: March 27, 2026, 2:41 p.m.