Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001285

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000976

distance 0.339

#2 · Parbhanicell 4890000984

distance 0.344

#3 · Parbhanicell 4890001178

distance 0.359

#4 · Parbhanicell 4890001282

distance 0.367

#5 · Parbhanicell 4890001349

distance 0.376

#6 · Parbhanicell 4890001051

distance 0.392

#7 · Parbhanicell 4890001249

distance 0.402

#8 · Jalgaoncell 4780000916

distance 0.424 · cross-district

#9 · Nagpurcell 4840003853

distance 0.429 · cross-district

#10 · Nandedcell 4850004935

distance 0.444 · cross-district

#11 · Parbhanicell 4890001537

distance 0.448

#12 · Ahmednagarcell 4660014033

distance 0.449 · cross-district

#13 · Nagpurcell 4840003848

distance 0.452 · cross-district

#14 · Chandrapurcell 4730005899

distance 0.46 · cross-district

#15 · Parbhanicell 4890001176

distance 0.461

#16 · Parbhanicell 4890001557

distance 0.462

#17 · Parbhanicell 4890001244

distance 0.468

#18 · Kolhapurcell 4800005459

distance 0.469 · 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":4890001285}}}'

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.