Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002559

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004204

distance 0.251 · cross-district

#2 · Bhandaracell 4710002523

distance 0.258

#3 · Gondiacell 4760001097

distance 0.266 · cross-district

#4 · Bhandaracell 4710001197

distance 0.285

#5 · Gondiacell 4760002905

distance 0.294 · cross-district

#6 · Bhandaracell 4710002558

distance 0.296

#7 · Chandrapurcell 4730005786

distance 0.3 · cross-district

#8 · Chandrapurcell 4730006125

distance 0.31 · cross-district

#9 · Gondiacell 4760001414

distance 0.313 · cross-district

#10 · Chandrapurcell 4730006353

distance 0.318 · cross-district

#11 · Amravaticell 4680009833

distance 0.327 · cross-district

#12 · Bhandaracell 4710001394

distance 0.327

#13 · Gondiacell 4760004267

distance 0.333 · cross-district

#14 · Chandrapurcell 4730004697

distance 0.334 · cross-district

#15 · Chandrapurcell 4730001533

distance 0.335 · cross-district

#16 · Gondiacell 4760002704

distance 0.343 · cross-district

#17 · Amravaticell 4680000815

distance 0.344 · cross-district

#18 · Gondiacell 4760000856

distance 0.345 · 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":4710002559}}}'

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.