Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002553

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000840

distance 0.153

#2 · Gadchirolicell 4750003680

distance 0.209 · cross-district

#3 · Nagpurcell 4840001796

distance 0.223 · cross-district

#4 · Jalgaoncell 4780006840

distance 0.237 · cross-district

#5 · Chandrapurcell 4730005609

distance 0.254

#6 · Chandrapurcell 4730001132

distance 0.254

#7 · Nagpurcell 4840002065

distance 0.258 · cross-district

#8 · Nagpurcell 4840000460

distance 0.258 · cross-district

#9 · Nagpurcell 4840007613

distance 0.269 · cross-district

#10 · Nagpurcell 4840001283

distance 0.278 · cross-district

#11 · Nagpurcell 4840007864

distance 0.279 · cross-district

#12 · Chandrapurcell 4730000300

distance 0.281

#13 · Nagpurcell 4840001430

distance 0.282 · cross-district

#14 · Nagpurcell 4840007922

distance 0.283 · cross-district

#15 · Yavatmalcell 5000007392

distance 0.285 · cross-district

#16 · Laturcell 4810005390

distance 0.288 · cross-district

#17 · Chandrapurcell 4730001741

distance 0.289

#18 · Chandrapurcell 4730005744

distance 0.292

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":4730002553}}}'

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.