Triple
T1385995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danao languages |
E29845
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Danao group
The Danao group is a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
|
E157635
|
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: Danao group | Statement: [Danao languages, alsoKnownAs, Danao group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danao group Context triple: [Danao languages, alsoKnownAs, Danao group]
-
A.
Cantor Seinuk Group
Cantor Seinuk Group was a prominent structural engineering firm known for its work on major high-rise and complex building projects, particularly in New York City.
-
B.
Maligaya Development Corporation
Maligaya Development Corporation is a Philippine company known for managing and operating large-scale venues and facilities, including the Philippine Arena.
-
C.
Lanco
Lanco is a small Chilean city located in the Los Ríos Region, known primarily as an agricultural and service center for the surrounding rural area.
-
D.
Contadora Group
The Contadora Group was a coalition of Latin American countries formed in the 1980s to mediate and promote peaceful resolutions to the armed conflicts in Central America.
-
E.
Maki and Associates
Maki and Associates is a renowned Japanese architectural firm known for its modernist designs and urban-scale projects led by Pritzker Prize–winning architect Fumihiko Maki.
- 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: Danao group Triple: [Danao languages, alsoKnownAs, Danao group]
Generated description
The Danao group is a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danao group Target entity description: The Danao group is a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
-
A.
Cantor Seinuk Group
Cantor Seinuk Group was a prominent structural engineering firm known for its work on major high-rise and complex building projects, particularly in New York City.
-
B.
Maligaya Development Corporation
Maligaya Development Corporation is a Philippine company known for managing and operating large-scale venues and facilities, including the Philippine Arena.
-
C.
Lanco
Lanco is a small Chilean city located in the Los Ríos Region, known primarily as an agricultural and service center for the surrounding rural area.
-
D.
Contadora Group
The Contadora Group was a coalition of Latin American countries formed in the 1980s to mediate and promote peaceful resolutions to the armed conflicts in Central America.
-
E.
Maki and Associates
Maki and Associates is a renowned Japanese architectural firm known for its modernist designs and urban-scale projects led by Pritzker Prize–winning architect Fumihiko Maki.
- 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_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c339f3d481909c04b14129899945 |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd48fc7f88190a971e6b6fa01453e |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd56a42a481909b2b4efc3d3dac49 |
completed | March 8, 2026, 1:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd5d853a08190980fe79aa583390a |
completed | March 8, 2026, 1:50 a.m. |
Created at: March 1, 2026, 7:59 p.m.