Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004889

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003565

distance 0.311 · cross-district

#2 · Gadchirolicell 4750009060

distance 0.313 · cross-district

#3 · Nagpurcell 4840000603

distance 0.322 · cross-district

#4 · Chandrapurcell 4730005276

distance 0.333

#5 · Jalgaoncell 4780003283

distance 0.333 · cross-district

#6 · Nagpurcell 4840004397

distance 0.333 · cross-district

#7 · Wardhacell 4980003307

distance 0.334 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003995

distance 0.337 · cross-district

#9 · Yavatmalcell 5000006729

distance 0.339 · cross-district

#10 · Yavatmalcell 5000010325

distance 0.342 · cross-district

#11 · Dharashivcell 4880000818

distance 0.343 · cross-district

#12 · Chandrapurcell 4730000792

distance 0.343

#13 · Chandrapurcell 4730007687

distance 0.343

#14 · Bhandaracell 4710001465

distance 0.345 · cross-district

#15 · Nagpurcell 4840001293

distance 0.348 · cross-district

#16 · Amravaticell 4680004098

distance 0.35 · cross-district

#17 · Wardhacell 4980003120

distance 0.35 · cross-district

#18 · Solapurcell 4960004479

distance 0.352 · 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":4730004889}}}'

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.