Triple

T1437906
Position Surface form Disambiguated ID Type / Status
Subject Deep Throat (film) E30998 entity
Predicate director P255 FINISHED
Object Gerard Damiano
Gerard Damiano was an American adult film director best known for pioneering the mainstream crossover of pornography with his 1972 film "Deep Throat."
 E232590 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: Gerard Damiano | Statement: [Deep Throat (film), director, Gerard Damiano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gerard Damiano
Context triple: [Deep Throat (film), director, Gerard Damiano]
  • A. Robert Salerno
    Robert Salerno is an American film producer known for his work on acclaimed independent films, including collaborations with directors like Tom Ford and Jim Jarmusch.
  • B. Dominick Pangallo
    Dominick Pangallo is an American politician serving as the mayor of Salem, Massachusetts.
  • C. Greg D'Auria
    Greg D'Auria is a film editor known for his work on major Hollywood productions, including the science fiction film "Star Trek Beyond."
  • D. Robert Frasca
    Robert Frasca was an American architect known for his influential urban and civic designs, particularly in the Pacific Northwest.
  • E. Francesco De Martino
    Francesco De Martino was an Italian socialist politician, jurist, and long-time leader of the Italian Socialist Party who served multiple terms as Deputy Prime Minister.
  • 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: Gerard Damiano
Triple: [Deep Throat (film), director, Gerard Damiano]
Generated description
Gerard Damiano was an American adult film director best known for pioneering the mainstream crossover of pornography with his 1972 film "Deep Throat."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gerard Damiano
Target entity description: Gerard Damiano was an American adult film director best known for pioneering the mainstream crossover of pornography with his 1972 film "Deep Throat."
  • A. Robert Salerno
    Robert Salerno is an American film producer known for his work on acclaimed independent films, including collaborations with directors like Tom Ford and Jim Jarmusch.
  • B. Dominick Pangallo
    Dominick Pangallo is an American politician serving as the mayor of Salem, Massachusetts.
  • C. Greg D'Auria
    Greg D'Auria is a film editor known for his work on major Hollywood productions, including the science fiction film "Star Trek Beyond."
  • D. Robert Frasca
    Robert Frasca was an American architect known for his influential urban and civic designs, particularly in the Pacific Northwest.
  • E. Francesco De Martino
    Francesco De Martino was an Italian socialist politician, jurist, and long-time leader of the Italian Socialist Party who served multiple terms as Deputy Prime Minister.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c5059ef88190af20e796acdb2058 completed March 1, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae26de62d48190849540112614ccce completed March 9, 2026, 1:48 a.m.
NEDg Description generation batch_69ae2763b4b08190b733e8342a52f75e completed March 9, 2026, 1:50 a.m.
NED2 Entity disambiguation (via description) batch_69ae27d10bf08190a14fa1ca906646f8 completed March 9, 2026, 1:52 a.m.
Created at: March 1, 2026, 8 p.m.