Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004980

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000995

distance 0.177 · cross-district

#2 · Wardhacell 4980000805

distance 0.228 · cross-district

#3 · Yavatmalcell 5000007054

distance 0.233 · cross-district

#4 · Nagpurcell 4840007104

distance 0.236 · cross-district

#5 · Parbhanicell 4890004772

distance 0.237 · cross-district

#6 · Bhandaracell 4710001662

distance 0.247 · cross-district

#7 · Chandrapurcell 4730006811

distance 0.248

#8 · Wardhacell 4980000547

distance 0.251 · cross-district

#9 · Bhandaracell 4710001331

distance 0.255 · cross-district

#10 · Yavatmalcell 5000008927

distance 0.256 · cross-district

#11 · Akolacell 4670004643

distance 0.257 · cross-district

#12 · Chandrapurcell 4730004805

distance 0.258

#13 · Yavatmalcell 5000010041

distance 0.258 · cross-district

#14 · Bhandaracell 4710000996

distance 0.261 · cross-district

#15 · Nagpurcell 4840000816

distance 0.263 · cross-district

#16 · Wardhacell 4980000715

distance 0.264 · cross-district

#17 · Nagpurcell 4840004257

distance 0.264 · cross-district

#18 · Nagpurcell 4840000345

distance 0.264 · 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":4730004980}}}'

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.