Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001077

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000957

distance 0.053

#2 · Parbhanicell 4890001017

distance 0.064

#3 · Parbhanicell 4890001201

distance 0.078

#4 · Parbhanicell 4890000277

distance 0.085

#5 · Parbhanicell 4890001016

distance 0.085

#6 · Parbhanicell 4890000723

distance 0.085

#7 · Parbhanicell 4890001015

distance 0.085

#8 · Parbhanicell 4890000772

distance 0.088

#9 · Parbhanicell 4890000556

distance 0.09

#10 · Parbhanicell 4890001134

distance 0.094

#11 · Parbhanicell 4890001135

distance 0.096

#12 · Parbhanicell 4890000829

distance 0.096

#13 · Parbhanicell 4890001006

distance 0.096

#14 · Nandedcell 4850004029

distance 0.096 · cross-district

#15 · Parbhanicell 4890001198

distance 0.096

#16 · Nandedcell 4850004035

distance 0.098 · cross-district

#17 · Parbhanicell 4890000834

distance 0.1

#18 · Nandedcell 4850004102

distance 0.103 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890001077}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.