Triple
T1968107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Human Development Report |
E42734
|
entity |
| Predicate | foundingContributor |
P446
|
FINISHED |
| Object | Mahbub ul Haq |
E220052
|
NE FINISHED |
How this triple was built (3 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: Mahbub ul Haq | Statement: [Human Development Report, foundingContributor, Mahbub ul Haq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahbub ul Haq Context triple: [Human Development Report, foundingContributor, Mahbub ul Haq]
-
A.
Mahbub ul Haq
chosen
Mahbub ul Haq was a Pakistani economist and visionary development thinker best known for pioneering the human development paradigm and co-founding the Human Development Reports at the United Nations.
-
B.
René Cassin
René Cassin was a French jurist, Nobel Peace Prize laureate, and key architect of modern human rights law.
-
C.
John Humphrey
John Humphrey was a Canadian legal scholar and human rights advocate best known as the principal drafter of the Universal Declaration of Human Rights.
-
D.
Amartya Sen
Amartya Sen is an Indian economist and philosopher renowned for his work on welfare economics, social choice theory, and development, and a Nobel Memorial Prize laureate in Economic Sciences.
-
E.
Quincy Wright
Quincy Wright was an influential American political scientist and international law scholar known for his pioneering work on war, peace, and international relations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: foundingContributor Context triple: [Human Development Report, foundingContributor, Mahbub ul Haq]
-
A.
foundingMember
chosen
Indicates that an entity is one of the original creators or initial participants involved in establishing another entity, such as an organization, group, or project.
-
B.
cofounderOf
Indicates that a person jointly established or created an organization, company, or project with one or more other founders.
-
C.
founder
Indicates that an entity established, created, or started another entity such as an organization, institution, or company.
-
D.
wasFoundedBy
Indicates that an organization, institution, or entity came into existence through the initiating action or establishment by a specific founder or founding group.
-
E.
founderWrote
Indicates that an entity who is a founder of something is also the author or writer of a specified work or text.
- F. None of above.
Provenance (4 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_69a88711151c8190940b2572095059d7 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb3cf15048190a51f73ed85e1b958 |
completed | March 7, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae03211fe48190b70814bdd35e8a6b |
completed | March 8, 2026, 11:15 p.m. |
| PD | Predicate disambiguation | batch_69abaff7d4a48190ab0d51aefb1c4e31 |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:36 p.m.