Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001401

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001314

distance 0.092

#2 · Chandrapurcell 4730001487

distance 0.097

#3 · Chandrapurcell 4730001579

distance 0.108

#4 · Chandrapurcell 4730001925

distance 0.12

#5 · Chandrapurcell 4730001602

distance 0.163

#6 · Gadchirolicell 4750003878

distance 0.199 · cross-district

#7 · Yavatmalcell 5000007277

distance 0.203 · cross-district

#8 · Chandrapurcell 4730001302

distance 0.209

#9 · Chandrapurcell 4730001591

distance 0.209

#10 · Yavatmalcell 5000005966

distance 0.21 · cross-district

#11 · Yavatmalcell 5000002451

distance 0.212 · cross-district

#12 · Chandrapurcell 4730001938

distance 0.213

#13 · Chhatrapati Sambhajinagarcell 4690001947

distance 0.215 · cross-district

#14 · Chandrapurcell 4730000835

distance 0.22

#15 · Yavatmalcell 5000002314

distance 0.222 · cross-district

#16 · Jalgaoncell 4780000499

distance 0.223 · cross-district

#17 · Nagpurcell 4840005580

distance 0.224 · cross-district

#18 · Chandrapurcell 4730001510

distance 0.226

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":4730001401}}}'

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.