Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003278

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750006836

distance 0.241 · cross-district

#2 · Gadchirolicell 4750007003

distance 0.271 · cross-district

#3 · Chandrapurcell 4730001744

distance 0.276

#4 · Gadchirolicell 4750010061

distance 0.277 · cross-district

#5 · Chandrapurcell 4730003839

distance 0.278

#6 · Nagpurcell 4840000811

distance 0.287 · cross-district

#7 · Wardhacell 4980001547

distance 0.296 · cross-district

#8 · Gadchirolicell 4750007817

distance 0.302 · cross-district

#9 · Gadchirolicell 4750006689

distance 0.305 · cross-district

#10 · Chandrapurcell 4730001921

distance 0.311

#11 · Washimcell 4990002499

distance 0.312 · cross-district

#12 · Jalgaoncell 4780005928

distance 0.313 · cross-district

#13 · Hingolicell 4770003965

distance 0.315 · cross-district

#14 · Akolacell 4670000960

distance 0.316 · cross-district

#15 · Gadchirolicell 4750006916

distance 0.32 · cross-district

#16 · Ahmednagarcell 4660001962

distance 0.321 · cross-district

#17 · Gadchirolicell 4750008366

distance 0.321 · cross-district

#18 · Washimcell 4990000204

distance 0.321 · 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":4730003278}}}'

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.