Triple

T18567495
Position Surface form Disambiguated ID Type / Status
Subject Punycode E453792 entity
Predicate author P4 FINISHED
Object Adam M. Costello
Adam M. Costello is a computer scientist and software developer best known for creating the Punycode encoding standard used in internationalized domain names.
E1330323 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: Adam M. Costello | Statement: [Punycode, author, Adam M. Costello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam M. Costello
Context triple: [Punycode, author, Adam M. Costello]
  • A. John Carcieri
    John Carcieri is a television writer and producer known for his work on comedy series, including serving as an executive producer on HBO’s "The Righteous Gemstones."
  • B. Tom Huffman
    Tom Huffman is a television producer best known for serving as an executive producer on the reality series "Basketball Wives."
  • C. Mike Donnelly
    Mike Donnelly is the well-meaning but accident-prone protagonist of the comedy film "Black Sheep," whose misadventures jeopardize his brother’s political campaign.
  • D. Tom Ehlers
    Tom Ehlers is an individual notable enough to be recognized as a namesake of the surname Ehlers, though specific widely known biographical details are not clearly established.
  • E. Charles Bass
    Charles Bass is an American Republican politician who represented New Hampshire in the U.S. House of Representatives.
  • 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: Adam M. Costello
Triple: [Punycode, author, Adam M. Costello]
Generated description
Adam M. Costello is a computer scientist and software developer best known for creating the Punycode encoding standard used in internationalized domain names.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam M. Costello
Target entity description: Adam M. Costello is a computer scientist and software developer best known for creating the Punycode encoding standard used in internationalized domain names.
  • A. John Carcieri
    John Carcieri is a television writer and producer known for his work on comedy series, including serving as an executive producer on HBO’s "The Righteous Gemstones."
  • B. Tom Huffman
    Tom Huffman is a television producer best known for serving as an executive producer on the reality series "Basketball Wives."
  • C. Mike Donnelly
    Mike Donnelly is the well-meaning but accident-prone protagonist of the comedy film "Black Sheep," whose misadventures jeopardize his brother’s political campaign.
  • D. Tom Ehlers
    Tom Ehlers is an individual notable enough to be recognized as a namesake of the surname Ehlers, though specific widely known biographical details are not clearly established.
  • E. Charles Bass
    Charles Bass is an American Republican politician who represented New Hampshire in the U.S. House of Representatives.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53affc3e08190b4d16b5ccb0bddbc completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049aeae6f0819093e9b9a154c1f12b completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c355cb08190a63addeba8293e5c completed May 13, 2026, 3:43 p.m.
NED2 Entity disambiguation (via description) batch_6a049cfa32588190a6e4abf128aced0a completed May 13, 2026, 3:47 p.m.
Created at: April 10, 2026, 11:43 a.m.