Triple
T10681723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACT Alliance |
E251772
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object |
ACT Development
ACT Development was a Christian humanitarian and development organization that later became part of the global ACT Alliance network.
|
E878872
|
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 Development | Statement: [ACT Alliance, formedByMergerOf, ACT Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ACT Development Context triple: [ACT Alliance, formedByMergerOf, ACT Development]
-
A.
Arrow Development
Arrow Development was an American ride engineering and manufacturing company renowned for pioneering modern roller coasters and theme park attractions for clients like Disneyland.
-
B.
Game Changing Development Program
The Game Changing Development Program is a NASA initiative that rapidly matures promising, high-impact space technologies from early concepts toward practical applications to transform future missions.
-
C.
Magnum Opus Development
Magnum Opus Development is a real estate development firm known for its role in major commercial projects such as the U.S. Bank Tower.
-
D.
Behaviour Interactive
Behaviour Interactive is a Canadian video game developer best known for creating the asymmetric multiplayer horror game Dead by Daylight.
-
E.
Building a Character
"Building a Character" is a foundational acting manual by Konstantin Stanislavski that details his techniques for developing a believable physical and psychological characterization on stage.
- 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 Development Triple: [ACT Alliance, formedByMergerOf, ACT Development]
Generated description
ACT Development was a Christian humanitarian and development organization that later became part of the global ACT Alliance network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ACT Development Target entity description: ACT Development was a Christian humanitarian and development organization that later became part of the global ACT Alliance network.
-
A.
Arrow Development
Arrow Development was an American ride engineering and manufacturing company renowned for pioneering modern roller coasters and theme park attractions for clients like Disneyland.
-
B.
Game Changing Development Program
The Game Changing Development Program is a NASA initiative that rapidly matures promising, high-impact space technologies from early concepts toward practical applications to transform future missions.
-
C.
Magnum Opus Development
Magnum Opus Development is a real estate development firm known for its role in major commercial projects such as the U.S. Bank Tower.
-
D.
Behaviour Interactive
Behaviour Interactive is a Canadian video game developer best known for creating the asymmetric multiplayer horror game Dead by Daylight.
-
E.
Building a Character
"Building a Character" is a foundational acting manual by Konstantin Stanislavski that details his techniques for developing a believable physical and psychological characterization on stage.
- 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fcc30be481909922844b539b622d |
completed | April 9, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d98885abf88190b54ed9db779d3ff0 |
completed | April 10, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d98aea391c81909ec64a29053c35c1 |
completed | April 10, 2026, 11:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98c013348819094bde38a057257b4 |
completed | April 10, 2026, 11:47 p.m. |
Created at: April 8, 2026, 9:10 p.m.