Triple
T9241450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PAL Holdings, Inc. |
E222067
|
entity |
| Predicate | majorShareholder |
P347
|
FINISHED |
| Object |
Lucio C. Tan
Lucio C. Tan is a Filipino-Chinese billionaire businessman known for his extensive interests in airlines, tobacco, banking, and real estate, and as one of the Philippines’ most prominent tycoons.
|
E787565
|
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: Lucio C. Tan | Statement: [PAL Holdings, Inc., majorShareholder, Lucio C. Tan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lucio C. Tan Context triple: [PAL Holdings, Inc., majorShareholder, Lucio C. Tan]
-
A.
Froilan C. Tenorio
Froilan C. Tenorio was a Northern Mariana Islands politician who served as governor in the 1990s and played a significant role in the territory’s political and economic development.
-
B.
Victor B. Hocog
Victor B. Hocog is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor.
-
C.
Arnold I. Palacios
Arnold I. Palacios is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor and later as governor.
-
D.
Joseph I. Castro
Joseph I. Castro is an American academic administrator who served as chancellor of the California State University system.
-
E.
David M. Apatang
David M. Apatang is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor.
- 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: Lucio C. Tan Triple: [PAL Holdings, Inc., majorShareholder, Lucio C. Tan]
Generated description
Lucio C. Tan is a Filipino-Chinese billionaire businessman known for his extensive interests in airlines, tobacco, banking, and real estate, and as one of the Philippines’ most prominent tycoons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lucio C. Tan Target entity description: Lucio C. Tan is a Filipino-Chinese billionaire businessman known for his extensive interests in airlines, tobacco, banking, and real estate, and as one of the Philippines’ most prominent tycoons.
-
A.
Froilan C. Tenorio
Froilan C. Tenorio was a Northern Mariana Islands politician who served as governor in the 1990s and played a significant role in the territory’s political and economic development.
-
B.
Victor B. Hocog
Victor B. Hocog is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor.
-
C.
Arnold I. Palacios
Arnold I. Palacios is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor and later as governor.
-
D.
Joseph I. Castro
Joseph I. Castro is an American academic administrator who served as chancellor of the California State University system.
-
E.
David M. Apatang
David M. Apatang is a Northern Mariana Islands politician who has served in top territorial leadership roles, including as lieutenant governor.
- 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_69ca83ee26cc81909ac624e190597d6d |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cd03ea9d90819096f9ca5321dffd56 |
completed | April 1, 2026, 11:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d077e1ea448190a64a0371a412d314 |
completed | April 4, 2026, 2:30 a.m. |
| NEDg | Description generation | batch_69d07be9c2ec8190aa734d8ffbaf5c6d |
completed | April 4, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07c725a0c8190bf905461a38ef65e |
completed | April 4, 2026, 2:50 a.m. |
Created at: March 30, 2026, 7:30 p.m.