Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006470

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006475

distance 0.26

#2 · Yavatmalcell 5000006478

distance 0.271 · cross-district

#3 · Wardhacell 4980004187

distance 0.283 · cross-district

#4 · Solapurcell 4960004022

distance 0.287 · cross-district

#5 · Yavatmalcell 5000007600

distance 0.291 · cross-district

#6 · Gadchirolicell 4750007622

distance 0.293 · cross-district

#7 · Solapurcell 4960008917

distance 0.294 · cross-district

#8 · Wardhacell 4980000687

distance 0.295 · cross-district

#9 · Chandrapurcell 4730004012

distance 0.3

#10 · Chandrapurcell 4730007187

distance 0.301

#11 · Amravaticell 4680004118

distance 0.304 · cross-district

#12 · Nagpurcell 4840006129

distance 0.304 · cross-district

#13 · Yavatmalcell 5000004701

distance 0.307 · cross-district

#14 · Yavatmalcell 5000006788

distance 0.31 · cross-district

#15 · Wardhacell 4980002733

distance 0.31 · cross-district

#16 · Chandrapurcell 4730001844

distance 0.31

#17 · Parbhanicell 4890001273

distance 0.311 · cross-district

#18 · Wardhacell 4980000117

distance 0.315 · 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":4730006470}}}'

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.