Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000734

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

0.048

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005330

distance 0.048 · cross-district

#2 · Parbhanicell 4890000628

distance 0.058

#3 · Beedcell 4700004497

distance 0.066 · cross-district

#4 · Parbhanicell 4890001267

distance 0.067

#5 · Beedcell 4700006605

distance 0.073 · cross-district

#6 · Beedcell 4700005472

distance 0.078 · cross-district

#7 · Parbhanicell 4890000677

distance 0.082

#8 · Parbhanicell 4890000733

distance 0.083

#9 · Beedcell 4700005164

distance 0.084 · cross-district

#10 · Parbhanicell 4890000732

distance 0.087

#11 · Parbhanicell 4890001486

distance 0.087

#12 · Parbhanicell 4890000570

distance 0.088

#13 · Beedcell 4700006606

distance 0.089 · cross-district

#14 · Beedcell 4700005169

distance 0.095 · cross-district

#15 · Beedcell 4700006328

distance 0.095 · cross-district

#16 · Parbhanicell 4890000573

distance 0.098

#17 · Parbhanicell 4890001563

distance 0.099

#18 · Parbhanicell 4890000910

distance 0.1

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":4890000734}}}'

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.