Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000430

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980002291

distance 0.132 · cross-district

#2 · Wardhacell 4980001681

distance 0.141 · cross-district

#3 · Wardhacell 4980001770

distance 0.151 · cross-district

#4 · Wardhacell 4980001864

distance 0.155 · cross-district

#5 · Wardhacell 4980002456

distance 0.158 · cross-district

#6 · Wardhacell 4980002457

distance 0.16 · cross-district

#7 · Nagpurcell 4840001035

distance 0.17

#8 · Wardhacell 4980002192

distance 0.173 · cross-district

#9 · Wardhacell 4980002122

distance 0.173 · cross-district

#10 · Wardhacell 4980001772

distance 0.173 · cross-district

#11 · Yavatmalcell 5000009249

distance 0.176 · cross-district

#12 · Nagpurcell 4840002415

distance 0.177

#13 · Yavatmalcell 5000010245

distance 0.179 · cross-district

#14 · Nagpurcell 4840000967

distance 0.181

#15 · Nagpurcell 4840001618

distance 0.183

#16 · Nagpurcell 4840002886

distance 0.184

#17 · Wardhacell 4980001299

distance 0.185 · cross-district

#18 · Nagpurcell 4840001132

distance 0.192

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":4840000430}}}'

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.