Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002111

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003244

distance 0.219

#2 · Chandrapurcell 4730002687

distance 0.252

#3 · Chandrapurcell 4730003459

distance 0.264

#4 · Chandrapurcell 4730001568

distance 0.272

#5 · Dharashivcell 4880000232

distance 0.277 · cross-district

#6 · Chandrapurcell 4730002088

distance 0.28

#7 · Chandrapurcell 4730001598

distance 0.289

#8 · Akolacell 4670001225

distance 0.295 · cross-district

#9 · Chandrapurcell 4730000792

distance 0.299

#10 · Chandrapurcell 4730003031

distance 0.301

#11 · Chandrapurcell 4730001985

distance 0.308

#12 · Chandrapurcell 4730003607

distance 0.308

#13 · Akolacell 4670003140

distance 0.309 · cross-district

#14 · Washimcell 4990002197

distance 0.312 · cross-district

#15 · Laturcell 4810002629

distance 0.314 · cross-district

#16 · Chandrapurcell 4730003379

distance 0.315

#17 · Amravaticell 4680004506

distance 0.315 · cross-district

#18 · Chandrapurcell 4730003771

distance 0.316

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":4730002111}}}'

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.