Triple

T15576767
Position Surface form Disambiguated ID Type / Status
Subject Show Me a Hero E374389 entity
Predicate developer P73 FINISHED
Object William F. Zorzi
William F. Zorzi is an American journalist and television writer best known for his work on HBO series such as The Wire and Show Me a Hero.
E1416078 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: William F. Zorzi | Statement: [Show Me a Hero, developer, William F. Zorzi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William F. Zorzi
Context triple: [Show Me a Hero, developer, William F. Zorzi]
  • A. William R. Gianelli
    William R. Gianelli was an American civil engineer and public official who served as director of the California Department of Water Resources and later as Assistant Secretary of the U.S. Army for Civil Works, playing a key role in major water infrastructure projects.
  • B. David H. Franzoni
    David H. Franzoni is an American screenwriter and producer best known for writing the Oscar-winning historical epic "Gladiator" and other major Hollywood films.
  • C. William J. Guarnere
    William J. Guarnere was a World War II U.S. Army paratrooper best known as a member of Easy Company, 506th Parachute Infantry Regiment, whose experiences were depicted in the book and miniseries "Band of Brothers."
  • D. Ross A. Lurgio
    Ross A. Lurgio was a local figure of significance—likely an educator or community leader in Bedford, New Hampshire—honored by having the town’s middle school named after him.
  • E. George A. Antonelli
    George A. Antonelli is an individual notable enough to be recognized as a prominent bearer of the Antonelli surname.
  • 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: William F. Zorzi
Triple: [Show Me a Hero, developer, William F. Zorzi]
Generated description
William F. Zorzi is an American journalist and television writer best known for his work on HBO series such as The Wire and Show Me a Hero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William F. Zorzi
Target entity description: William F. Zorzi is an American journalist and television writer best known for his work on HBO series such as The Wire and Show Me a Hero.
  • A. William R. Gianelli
    William R. Gianelli was an American civil engineer and public official who served as director of the California Department of Water Resources and later as Assistant Secretary of the U.S. Army for Civil Works, playing a key role in major water infrastructure projects.
  • B. David H. Franzoni
    David H. Franzoni is an American screenwriter and producer best known for writing the Oscar-winning historical epic "Gladiator" and other major Hollywood films.
  • C. William J. Guarnere
    William J. Guarnere was a World War II U.S. Army paratrooper best known as a member of Easy Company, 506th Parachute Infantry Regiment, whose experiences were depicted in the book and miniseries "Band of Brothers."
  • D. Ross A. Lurgio
    Ross A. Lurgio was a local figure of significance—likely an educator or community leader in Bedford, New Hampshire—honored by having the town’s middle school named after him.
  • E. George A. Antonelli
    George A. Antonelli is an individual notable enough to be recognized as a prominent bearer of the Antonelli surname.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e22c89081909b1ec0cd36a1ef45 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a083c5cfcb8819093bba494d48775ff completed May 16, 2026, 9:43 a.m.
NEDg Description generation batch_6a083da579ac8190abd33275c217b1e2 completed May 16, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_6a083e49d5988190b41e8ce5bcebeca5 completed May 16, 2026, 9:52 a.m.
Created at: April 10, 2026, 4:10 a.m.