Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003427

The MH-36 locality cells most similar to this Bhandara 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008264

distance 0.214 · cross-district

#2 · Nagpurcell 4840008080

distance 0.233 · cross-district

#3 · Bhandaracell 4710003470

distance 0.263

#4 · Bhandaracell 4710003469

distance 0.264

#5 · Nagpurcell 4840001487

distance 0.292 · cross-district

#6 · Nagpurcell 4840001403

distance 0.305 · cross-district

#7 · Bhandaracell 4710003497

distance 0.313

#8 · Nagpurcell 4840007611

distance 0.332 · cross-district

#9 · Nagpurcell 4840002117

distance 0.358 · cross-district

#10 · Gondiacell 4760000771

distance 0.362 · cross-district

#11 · Nandurbarcell 4860004988

distance 0.363 · cross-district

#12 · Chandrapurcell 4730001212

distance 0.38 · cross-district

#13 · Nagpurcell 4840001838

distance 0.38 · cross-district

#14 · Gondiacell 4760000769

distance 0.382 · cross-district

#15 · Nagpurcell 4840001839

distance 0.383 · cross-district

#16 · Nagpurcell 4840001930

distance 0.384 · cross-district

#17 · Nashikcell 4870009678

distance 0.389 · cross-district

#18 · Nagpurcell 4840001748

distance 0.393 · 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":471,"cluster_id":4710003427}}}'

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.