Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003893

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005883

distance 0.266 · cross-district

#2 · Gadchirolicell 4750005612

distance 0.278 · cross-district

#3 · Chandrapurcell 4730004356

distance 0.3

#4 · Chandrapurcell 4730004265

distance 0.304

#5 · Chandrapurcell 4730004798

distance 0.311

#6 · Chandrapurcell 4730003479

distance 0.312

#7 · Amravaticell 4680003979

distance 0.314 · cross-district

#8 · Chandrapurcell 4730003070

distance 0.318

#9 · Chandrapurcell 4730003960

distance 0.32

#10 · Jalgaoncell 4780006700

distance 0.324 · cross-district

#11 · Chandrapurcell 4730003982

distance 0.325

#12 · Amravaticell 4680008513

distance 0.327 · cross-district

#13 · Chandrapurcell 4730005103

distance 0.328

#14 · Chandrapurcell 4730003563

distance 0.329

#15 · Parbhanicell 4890000394

distance 0.333 · cross-district

#16 · Nagpurcell 4840007784

distance 0.335 · cross-district

#17 · Chandrapurcell 4730003882

distance 0.335

#18 · Chandrapurcell 4730003633

distance 0.338

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":4730003893}}}'

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.