Triple
T9548681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hal Clement |
E230361
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Small Changes
"Small Changes" is a hard science fiction novel by Hal Clement, known for its rigorous scientific detail and exploration of alien environments and biology.
|
E805520
|
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: Small Changes | Statement: [Hal Clement, notableWork, Small Changes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Small Changes Context triple: [Hal Clement, notableWork, Small Changes]
-
A.
Some Changes
"Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
-
B.
Small Change
Small Change is a 1976 French film by François Truffaut that tenderly portrays the everyday lives and emotional worlds of children in a small town.
-
C.
Small Change
Small Change is a 1976 Tom Waits album known for its jazz-inflected, piano-driven songs and vivid, noir-style storytelling.
-
D.
One New Change
One New Change is a major modern retail and office complex in the City of London, known for its shopping centre and rooftop terrace with views of St Paul’s Cathedral.
-
E.
Some Things Just Don’t Change
"Some Things Just Don’t Change" is a track from Killswitch Engage guitarist Adam Dutkiewicz’s metalcore side project Soulfire, showcasing his melodic yet heavy songwriting style.
- 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: Small Changes Triple: [Hal Clement, notableWork, Small Changes]
Generated description
"Small Changes" is a hard science fiction novel by Hal Clement, known for its rigorous scientific detail and exploration of alien environments and biology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Small Changes Target entity description: "Small Changes" is a hard science fiction novel by Hal Clement, known for its rigorous scientific detail and exploration of alien environments and biology.
-
A.
Some Changes
"Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
-
B.
Small Change
Small Change is a 1976 French film by François Truffaut that tenderly portrays the everyday lives and emotional worlds of children in a small town.
-
C.
Small Change
Small Change is a 1976 Tom Waits album known for its jazz-inflected, piano-driven songs and vivid, noir-style storytelling.
-
D.
One New Change
One New Change is a major modern retail and office complex in the City of London, known for its shopping centre and rooftop terrace with views of St Paul’s Cathedral.
-
E.
Some Things Just Don’t Change
"Some Things Just Don’t Change" is a track from Killswitch Engage guitarist Adam Dutkiewicz’s metalcore side project Soulfire, showcasing his melodic yet heavy songwriting style.
- 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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99059138819088ae54b26df979cf |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c7be5008190a16036525fd9059e |
completed | April 4, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_69d14d4576488190a000f733ece39620 |
completed | April 4, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14dda805c81908093eb146915fdda |
completed | April 4, 2026, 5:43 p.m. |
Created at: March 30, 2026, 8:02 p.m.