Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001262

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

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001139

distance 0.038

#2 · Parbhanicell 4890001138

distance 0.04

#3 · Parbhanicell 4890001202

distance 0.073

#4 · Nandedcell 4850004034

distance 0.074 · cross-district

#5 · Parbhanicell 4890000773

distance 0.074

#6 · Parbhanicell 4890000900

distance 0.078

#7 · Parbhanicell 4890000607

distance 0.078

#8 · Nandedcell 4850004244

distance 0.078 · cross-district

#9 · Nandedcell 4850004172

distance 0.082 · cross-district

#10 · Parbhanicell 4890000354

distance 0.083

#11 · Parbhanicell 4890001067

distance 0.086

#12 · Parbhanicell 4890001068

distance 0.089

#13 · Parbhanicell 4890001009

distance 0.09

#14 · Parbhanicell 4890000664

distance 0.09

#15 · Parbhanicell 4890000946

distance 0.091

#16 · Parbhanicell 4890000835

distance 0.093

#17 · Nandedcell 4850003959

distance 0.095 · cross-district

#18 · Nandedcell 4850003885

distance 0.099 · 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":4890001262}}}'

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.