Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004496

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003279

distance 0.27

#2 · Nagpurcell 4840001980

distance 0.286 · cross-district

#3 · Chandrapurcell 4730004303

distance 0.292

#4 · Jalgaoncell 4780004017

distance 0.293 · cross-district

#5 · Chandrapurcell 4730007579

distance 0.3

#6 · Amravaticell 4680000111

distance 0.301 · cross-district

#7 · Washimcell 4990003184

distance 0.302 · cross-district

#8 · Nagpurcell 4840004846

distance 0.303 · cross-district

#9 · Yavatmalcell 5000009382

distance 0.303 · cross-district

#10 · Chandrapurcell 4730004604

distance 0.304

#11 · Chandrapurcell 4730004064

distance 0.307

#12 · Chandrapurcell 4730006543

distance 0.31

#13 · Wardhacell 4980000984

distance 0.311 · cross-district

#14 · Chandrapurcell 4730004029

distance 0.312

#15 · Chandrapurcell 4730002932

distance 0.312

#16 · Yavatmalcell 5000006085

distance 0.313 · cross-district

#17 · Gadchirolicell 4750006480

distance 0.314 · cross-district

#18 · Nagpurcell 4840004498

distance 0.314 · 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":4730004496}}}'

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.