Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002397

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004187

distance 0.224 · cross-district

#2 · Laturcell 4810002144

distance 0.236 · cross-district

#3 · Dharashivcell 4880001955

distance 0.236

#4 · Dharashivcell 4880004453

distance 0.239

#5 · Nandedcell 4850000095

distance 0.241 · cross-district

#6 · Dharashivcell 4880000072

distance 0.241

#7 · Amravaticell 4680001829

distance 0.243 · cross-district

#8 · Jalgaoncell 4780000296

distance 0.244 · cross-district

#9 · Beedcell 4700005991

distance 0.245 · cross-district

#10 · Solapurcell 4960003556

distance 0.245 · cross-district

#11 · Dharashivcell 4880001959

distance 0.245

#12 · Solapurcell 4960011880

distance 0.247 · cross-district

#13 · Dharashivcell 4880000175

distance 0.251

#14 · Akolacell 4670002131

distance 0.252 · cross-district

#15 · Dharashivcell 4880000120

distance 0.261

#16 · Ahmednagarcell 4660014412

distance 0.262 · cross-district

#17 · Dharashivcell 4880000031

distance 0.262

#18 · Amravaticell 4680003284

distance 0.263 · 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":4880002397}}}'

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.