Triple

T7654163
Position Surface form Disambiguated ID Type / Status
Subject Stephen Heard E173333 entity
Predicate familyName P18 FINISHED
Object Heard
Heard is a surname of English and Irish origin borne by various notable individuals across fields such as science, sports, and the arts.
 E678971 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: Heard | Statement: [Stephen Heard, familyName, Heard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heard
Context triple: [Stephen Heard, familyName, Heard]
  • A. Heard
    Heard is an American actress known for roles in films like "Aquaman" and for her highly publicized legal disputes with Johnny Depp.
  • B. The Sound
    The Sound is the strait between Denmark and Sweden that connects the Baltic Sea to the Kattegat and is one of the world's busiest waterways.
  • C. Heard series
    The Heard series is a collection of works by Australian musician and writer Nick Cave, reflecting his distinctive dark, narrative-driven artistic style.
  • D. Wayfarers
    Wayfarers is a character-driven science fiction book series by Becky Chambers, acclaimed for its hopeful, inclusive vision of a diverse, spacefaring future.
  • E. Wayfarers
    Wayfarers is a novel by Norwegian author Knut Hamsun that follows the lives of itinerant characters in rural Norway, exploring themes of restlessness, modernity, and the human condition.
  • 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: Heard
Triple: [Stephen Heard, familyName, Heard]
Generated description
Heard is a surname of English and Irish origin borne by various notable individuals across fields such as science, sports, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heard
Target entity description: Heard is a surname of English and Irish origin borne by various notable individuals across fields such as science, sports, and the arts.
  • A. Heard
    Heard is an American actress known for roles in films like "Aquaman" and for her highly publicized legal disputes with Johnny Depp.
  • B. The Sound
    The Sound is the strait between Denmark and Sweden that connects the Baltic Sea to the Kattegat and is one of the world's busiest waterways.
  • C. Heard series
    The Heard series is a collection of works by Australian musician and writer Nick Cave, reflecting his distinctive dark, narrative-driven artistic style.
  • D. Wayfarers
    Wayfarers is a character-driven science fiction book series by Becky Chambers, acclaimed for its hopeful, inclusive vision of a diverse, spacefaring future.
  • E. Wayfarers
    Wayfarers is a novel by Norwegian author Knut Hamsun that follows the lives of itinerant characters in rural Norway, exploring themes of restlessness, modernity, and the human condition.
  • 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_69c6995473348190a4f41d110d619a18 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7018d4cdc819092ca297b836190d9 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89af47b9c819087d42f1b01c413fe completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89bb9f1a8819097475a35328c6875 completed March 29, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69c89c20a9a4819087d678e40f5d0876 completed March 29, 2026, 3:27 a.m.
Created at: March 27, 2026, 3:59 p.m.