Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003167

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004565

distance 0.178 · cross-district

#2 · Solapurcell 4960008948

distance 0.186 · cross-district

#3 · Solapurcell 4960010858

distance 0.195 · cross-district

#4 · Dharashivcell 4880002617

distance 0.2

#5 · Solapurcell 4960010859

distance 0.201 · cross-district

#6 · Buldhanacell 4720006525

distance 0.203 · cross-district

#7 · Solapurcell 4960010860

distance 0.206 · cross-district

#8 · Laturcell 4810000917

distance 0.206 · cross-district

#9 · Dharashivcell 4880001967

distance 0.207

#10 · Solapurcell 4960010087

distance 0.208 · cross-district

#11 · Dharashivcell 4880000185

distance 0.209

#12 · Solapurcell 4960009751

distance 0.21 · cross-district

#13 · Solapurcell 4960010062

distance 0.211 · cross-district

#14 · Amravaticell 4680000948

distance 0.213 · cross-district

#15 · Jalgaoncell 4780004534

distance 0.213 · cross-district

#16 · Amravaticell 4680004562

distance 0.213 · cross-district

#17 · Solapurcell 4960009165

distance 0.214 · cross-district

#18 · Laturcell 4810004366

distance 0.215 · 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":4880003167}}}'

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.