Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003163

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003244

distance 0.231

#2 · Chandrapurcell 4730002639

distance 0.24

#3 · Chandrapurcell 4730004516

distance 0.244

#4 · Chandrapurcell 4730003607

distance 0.245

#5 · Akolacell 4670002307

distance 0.247 · cross-district

#6 · Nagpurcell 4840004599

distance 0.282 · cross-district

#7 · Amravaticell 4680002167

distance 0.293 · cross-district

#8 · Chandrapurcell 4730000792

distance 0.294

#9 · Chandrapurcell 4730002824

distance 0.296

#10 · Akolacell 4670002613

distance 0.296 · cross-district

#11 · Chandrapurcell 4730003110

distance 0.297

#12 · Nandedcell 4850004883

distance 0.302 · cross-district

#13 · Dhulecell 4740000220

distance 0.305 · cross-district

#14 · Akolacell 4670002573

distance 0.305 · cross-district

#15 · Nagpurcell 4840002512

distance 0.307 · cross-district

#16 · Jalgaoncell 4780005743

distance 0.31 · cross-district

#17 · Akolacell 4670001230

distance 0.31 · cross-district

#18 · Gadchirolicell 4750009060

distance 0.315 · 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":4730003163}}}'

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.