Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005303

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 9 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000917

distance 0.307 · cross-district

#2 · Yavatmalcell 5000011406

distance 0.475 · cross-district

#3 · Gadchirolicell 4750000023

distance 0.584 · cross-district

#4 · Gadchirolicell 4750000019

distance 0.591 · cross-district

#5 · Gadchirolicell 4750000024

distance 0.6 · cross-district

#6 · Nagpurcell 4840001570

distance 0.606 · cross-district

#7 · Kolhapurcell 4800002275

distance 0.61 · cross-district

#8 · Gadchirolicell 4750000021

distance 0.635 · cross-district

#9 · Raigadcell 4910004991

distance 0.644 · cross-district

#10 · Wardhacell 4980004109

distance 0.654 · cross-district

#11 · Gadchirolicell 4750000020

distance 0.667 · cross-district

#12 · Nagpurcell 4840000916

distance 0.674 · cross-district

#13 · Bhandaracell 4710003507

distance 0.679 · cross-district

#14 · Gadchirolicell 4750000086

distance 0.689 · cross-district

#15 · Chandrapurcell 4730005110

distance 0.693

#16 · Dharashivcell 4880006095

distance 0.696 · cross-district

#17 · Gadchirolicell 4750000009

distance 0.696 · cross-district

#18 · Gadchirolicell 4750000022

distance 0.703 · 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":4730005303}}}'

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.