Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000728

The MH-36 locality cells most similar to this Nagpur 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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000008299

distance 0.163 · cross-district

#2 · Nagpurcell 4840003665

distance 0.199

#3 · Yavatmalcell 5000006449

distance 0.214 · cross-district

#4 · Yavatmalcell 5000007137

distance 0.222 · cross-district

#5 · Yavatmalcell 5000007007

distance 0.223 · cross-district

#6 · Yavatmalcell 5000005606

distance 0.225 · cross-district

#7 · Nagpurcell 4840000546

distance 0.233

#8 · Wardhacell 4980002449

distance 0.237 · cross-district

#9 · Nandedcell 4850009055

distance 0.242 · cross-district

#10 · Nagpurcell 4840000935

distance 0.245

#11 · Yavatmalcell 5000010847

distance 0.25 · cross-district

#12 · Wardhacell 4980001712

distance 0.252 · cross-district

#13 · Parbhanicell 4890002949

distance 0.254 · cross-district

#14 · Parbhanicell 4890002865

distance 0.255 · cross-district

#15 · Yavatmalcell 5000008175

distance 0.258 · cross-district

#16 · Wardhacell 4980002091

distance 0.26 · cross-district

#17 · Yavatmalcell 5000007788

distance 0.261 · cross-district

#18 · Wardhacell 4980003107

distance 0.261 · 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":484,"cluster_id":4840000728}}}'

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.