Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000366

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000510

distance 0.178

#2 · Akolacell 4670004641

distance 0.248 · cross-district

#3 · Nagpurcell 4840007039

distance 0.253 · cross-district

#4 · Chandrapurcell 4730000360

distance 0.255

#5 · Chandrapurcell 4730000070

distance 0.267

#6 · Chandrapurcell 4730000043

distance 0.268

#7 · Chandrapurcell 4730000093

distance 0.269

#8 · Jalgaoncell 4780007891

distance 0.271 · cross-district

#9 · Nagpurcell 4840007038

distance 0.273 · cross-district

#10 · Yavatmalcell 5000001428

distance 0.277 · cross-district

#11 · Chandrapurcell 4730004598

distance 0.278

#12 · Dhulecell 4740003548

distance 0.289 · cross-district

#13 · Amravaticell 4680000991

distance 0.294 · cross-district

#14 · Nandedcell 4850000030

distance 0.295 · cross-district

#15 · Nandedcell 4850003859

distance 0.296 · cross-district

#16 · Chandrapurcell 4730005366

distance 0.3

#17 · Chandrapurcell 4730000229

distance 0.302

#18 · Chandrapurcell 4730005469

distance 0.302

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":4730000366}}}'

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.