Triple

T11597983
Position Surface form Disambiguated ID Type / Status
Subject Ambler, Pennsylvania E275053 entity
Predicate hasLandmark P105 FINISHED
Object Act II Playhouse
Act II Playhouse is a professional regional theater company known for producing a variety of plays and performances in Ambler, Pennsylvania.
E936034 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: Act II Playhouse | Statement: [Ambler, Pennsylvania, hasLandmark, Act II Playhouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act II Playhouse
Context triple: [Ambler, Pennsylvania, hasLandmark, Act II Playhouse]
  • A. Act II
    Act II is the middle section of Thornton Wilder’s play "The Skin of Our Teeth," continuing the Antrobus family’s allegorical journey through recurring catastrophes and human resilience.
  • B. Act II
    Act II is the second act of Bruce Norris's Pulitzer Prize–winning play "Clybourne Park," set in the same house 50 years later to explore contemporary racial and gentrification tensions.
  • C. Act II
    Act II is a pivotal section of a play in which key characters like Don Pedro drive forward the central conflicts and developments of the plot.
  • D. Act II
    Act II is the second section of the five-part musical and theatrical work *Le Martyre de saint Sébastien* by Claude Debussy and Gabriele D’Annunzio.
  • E. Act II
    Act II is a major segment of Johann Wolfgang von Goethe’s drama "Götz von Berlichingen," advancing the historical knight’s conflicts and deepening the play’s political and personal tensions.
  • 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: Act II Playhouse
Triple: [Ambler, Pennsylvania, hasLandmark, Act II Playhouse]
Generated description
Act II Playhouse is a professional regional theater company known for producing a variety of plays and performances in Ambler, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act II Playhouse
Target entity description: Act II Playhouse is a professional regional theater company known for producing a variety of plays and performances in Ambler, Pennsylvania.
  • A. Act II
    Act II is the middle section of Thornton Wilder’s play "The Skin of Our Teeth," continuing the Antrobus family’s allegorical journey through recurring catastrophes and human resilience.
  • B. Act II
    Act II is the second act of Bruce Norris's Pulitzer Prize–winning play "Clybourne Park," set in the same house 50 years later to explore contemporary racial and gentrification tensions.
  • C. Act II
    Act II is a pivotal section of a play in which key characters like Don Pedro drive forward the central conflicts and developments of the plot.
  • D. Act II
    Act II is the second section of the five-part musical and theatrical work *Le Martyre de saint Sébastien* by Claude Debussy and Gabriele D’Annunzio.
  • E. Act II
    Act II is the second half of the musical "Chess," continuing and resolving its Cold War–era drama of international chess rivalry and romantic entanglements.
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89549c870819086e16e9110bbad87 completed April 10, 2026, 6:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a7cad108819082eebb3ca130f5b8 completed April 22, 2026, 10:49 a.m.
NEDg Description generation batch_69e8af93e07c8190aecb040cac6db146 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69ee5b254a2081909cba97a6ecb10601 completed April 26, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:38 p.m.