Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004123

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001376

distance 0.246 · cross-district

#2 · Dharashivcell 4880004058

distance 0.247

#3 · Laturcell 4810002048

distance 0.247 · cross-district

#4 · Solapurcell 4960006306

distance 0.253 · cross-district

#5 · Solapurcell 4960006451

distance 0.255 · cross-district

#6 · Solapurcell 4960004283

distance 0.257 · cross-district

#7 · Laturcell 4810002068

distance 0.258 · cross-district

#8 · Dharashivcell 4880003579

distance 0.258

#9 · Dharashivcell 4880003562

distance 0.264

#10 · Dharashivcell 4880003224

distance 0.268

#11 · Dharashivcell 4880003439

distance 0.268

#12 · Dharashivcell 4880001996

distance 0.269

#13 · Dharashivcell 4880002884

distance 0.271

#14 · Ahmednagarcell 4660002221

distance 0.272 · cross-district

#15 · Dharashivcell 4880002847

distance 0.272

#16 · Laturcell 4810002071

distance 0.277 · cross-district

#17 · Nandedcell 4850001999

distance 0.28 · cross-district

#18 · Nandedcell 4850003341

distance 0.283 · 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":4880004123}}}'

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.