Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004191

The MH-36 locality cells most similar to this Dharashiv 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003461

distance 0.129 · cross-district

#2 · Dharashivcell 4880005838

distance 0.137

#3 · Beedcell 4700002059

distance 0.142 · cross-district

#4 · Dharashivcell 4880005765

distance 0.144

#5 · Beedcell 4700000551

distance 0.145 · cross-district

#6 · Beedcell 4700000223

distance 0.145 · cross-district

#7 · Beedcell 4700001018

distance 0.157 · cross-district

#8 · Laturcell 4810003565

distance 0.159 · cross-district

#9 · Beedcell 4700000271

distance 0.16 · cross-district

#10 · Laturcell 4810003676

distance 0.16 · cross-district

#11 · Dharashivcell 4880005089

distance 0.161

#12 · Beedcell 4700004684

distance 0.162 · cross-district

#13 · Dharashivcell 4880005762

distance 0.162

#14 · Laturcell 4810004460

distance 0.164 · cross-district

#15 · Dharashivcell 4880002346

distance 0.165

#16 · Dharashivcell 4880004461

distance 0.165

#17 · Laturcell 4810004068

distance 0.166 · cross-district

#18 · Laturcell 4810004464

distance 0.167 · 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":488,"cluster_id":4880004191}}}'

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.