Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008415

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008492

distance 0.206

#2 · Chandrapurcell 4730006391

distance 0.233

#3 · Nagpurcell 4840000592

distance 0.248 · cross-district

#4 · Chandrapurcell 4730008416

distance 0.255

#5 · Chandrapurcell 4730003285

distance 0.258

#6 · Nagpurcell 4840000336

distance 0.262 · cross-district

#7 · Wardhacell 4980000905

distance 0.265 · cross-district

#8 · Washimcell 4990003989

distance 0.267 · cross-district

#9 · Chandrapurcell 4730007775

distance 0.27

#10 · Chandrapurcell 4730004884

distance 0.27

#11 · Chandrapurcell 4730007940

distance 0.271

#12 · Wardhacell 4980000913

distance 0.272 · cross-district

#13 · Nagpurcell 4840005982

distance 0.274 · cross-district

#14 · Chandrapurcell 4730004031

distance 0.277

#15 · Nagpurcell 4840002365

distance 0.278 · cross-district

#16 · Wardhacell 4980000144

distance 0.28 · cross-district

#17 · Chandrapurcell 4730008577

distance 0.28

#18 · Wardhacell 4980000470

distance 0.28 · 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":4730008415}}}'

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.