Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000404

The MH-36 locality cells most similar to this Chandrapur 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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002149

distance 0.187

#2 · Chandrapurcell 4730002148

distance 0.194

#3 · Chandrapurcell 4730000742

distance 0.205

#4 · Chandrapurcell 4730000336

distance 0.209

#5 · Nagpurcell 4840000512

distance 0.234 · cross-district

#6 · Chandrapurcell 4730002213

distance 0.236

#7 · Jalgaoncell 4780004609

distance 0.236 · cross-district

#8 · Dharashivcell 4880002939

distance 0.239 · cross-district

#9 · Chandrapurcell 4730002145

distance 0.244

#10 · Chandrapurcell 4730001480

distance 0.248

#11 · Nagpurcell 4840001212

distance 0.254 · cross-district

#12 · Chandrapurcell 4730002480

distance 0.254

#13 · Hingolicell 4770001466

distance 0.255 · cross-district

#14 · Hingolicell 4770000513

distance 0.256 · cross-district

#15 · Chandrapurcell 4730002674

distance 0.259

#16 · Gadchirolicell 4750005523

distance 0.26 · cross-district

#17 · Beedcell 4700003278

distance 0.261 · cross-district

#18 · Amravaticell 4680006885

distance 0.264 · 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":473,"cluster_id":4730000404}}}'

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.