Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003909

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001457

distance 0.135 · cross-district

#2 · Dharashivcell 4880003618

distance 0.139

#3 · Dharashivcell 4880003406

distance 0.143

#4 · Dharashivcell 4880001673

distance 0.162

#5 · Laturcell 4810002155

distance 0.165 · cross-district

#6 · Dharashivcell 4880003586

distance 0.172

#7 · Laturcell 4810001456

distance 0.174 · cross-district

#8 · Dharashivcell 4880003097

distance 0.176

#9 · Laturcell 4810001698

distance 0.182 · cross-district

#10 · Dharashivcell 4880001200

distance 0.187

#11 · Sanglicell 4930002238

distance 0.19 · cross-district

#12 · Dharashivcell 4880003520

distance 0.191

#13 · Dharashivcell 4880004556

distance 0.195

#14 · Dharashivcell 4880002668

distance 0.196

#15 · Dharashivcell 4880003196

distance 0.196

#16 · Dharashivcell 4880002714

distance 0.197

#17 · Solapurcell 4960002877

distance 0.198 · cross-district

#18 · Laturcell 4810001860

distance 0.199 · 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":4880003909}}}'

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.