Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008655

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

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001579

distance 0.255 · cross-district

#2 · Gadchirolicell 4750007823

distance 0.271 · cross-district

#3 · Gadchirolicell 4750009193

distance 0.272 · cross-district

#4 · Bhandaracell 4710000574

distance 0.276 · cross-district

#5 · Wardhacell 4980000458

distance 0.283 · cross-district

#6 · Chandrapurcell 4730003510

distance 0.289

#7 · Chandrapurcell 4730007894

distance 0.295

#8 · Chandrapurcell 4730008659

distance 0.295

#9 · Bhandaracell 4710000619

distance 0.298 · cross-district

#10 · Chandrapurcell 4730008511

distance 0.3

#11 · Wardhacell 4980000281

distance 0.304 · cross-district

#12 · Chandrapurcell 4730009071

distance 0.304

#13 · Gadchirolicell 4750011028

distance 0.305 · cross-district

#14 · Gadchirolicell 4750007903

distance 0.305 · cross-district

#15 · Bhandaracell 4710001480

distance 0.306 · cross-district

#16 · Yavatmalcell 5000008807

distance 0.306 · cross-district

#17 · Nagpurcell 4840000874

distance 0.308 · cross-district

#18 · Nagpurcell 4840000839

distance 0.31 · 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":4730008655}}}'

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.