Triple
T1531331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Design Patterns: Elements of Reusable Object-Oriented Software |
E32448
|
entity |
| Predicate | describesPattern |
P8151
|
FINISHED |
| Object |
Observer
Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
|
E173618
|
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: Observer | Statement: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Observer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Observer Context triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Observer]
-
A.
Voyeur
"Voyeur" is a 1981 synth-driven pop song by American singer Kim Carnes, known for its dark, edgy style and follow-up success to her hit "Bette Davis Eyes."
-
B.
The New Observer
The New Observer was the original name of the British newspaper that later became known as The Sunday Times.
-
C.
Wanderer
Wanderer is Sterling Hayden’s autobiographical memoir, renowned for its candid reflections on his Hollywood career, seafaring life, and political disillusionment.
-
D.
Storyteller
"Storyteller" is a seminal work of the Native American Renaissance that blends traditional Indigenous oral narratives with contemporary literary forms to explore Native identity and cultural continuity.
-
E.
Beschermer
Beschermer was a Dutch warship that served in the late 18th century and was captured by the British Royal Navy during the Battle of Camperdown in 1797.
- 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: Observer Triple: [Design Patterns: Elements of Reusable Object-Oriented Software, describesPattern, Observer]
Generated description
Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Observer Target entity description: Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
-
A.
Voyeur
"Voyeur" is a 1981 synth-driven pop song by American singer Kim Carnes, known for its dark, edgy style and follow-up success to her hit "Bette Davis Eyes."
-
B.
The New Observer
The New Observer was the original name of the British newspaper that later became known as The Sunday Times.
-
C.
Wanderer
Wanderer is Sterling Hayden’s autobiographical memoir, renowned for its candid reflections on his Hollywood career, seafaring life, and political disillusionment.
-
D.
Storyteller
"Storyteller" is a seminal work of the Native American Renaissance that blends traditional Indigenous oral narratives with contemporary literary forms to explore Native identity and cultural continuity.
-
E.
Beschermer
Beschermer was a Dutch warship that served in the late 18th century and was captured by the British Royal Navy during the Battle of Camperdown in 1797.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61dc6ab881908b22aa7a5295bf21 |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad2957e6e4819087504a16bc32d60b |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a18a79c81908f04ba9aa55d52a0 |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a8deae8819095731fdd1b4bd310 |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 4, 2026, 7:26 p.m.