Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000255

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001028

distance 0.134 · cross-district

#2 · Chandrapurcell 4730005888

distance 0.191 · cross-district

#3 · Wardhacell 4980001169

distance 0.2 · cross-district

#4 · Chandrapurcell 4730004789

distance 0.201 · cross-district

#5 · Nagpurcell 4840001824

distance 0.203 · cross-district

#6 · Chandrapurcell 4730003440

distance 0.203 · cross-district

#7 · Chandrapurcell 4730003660

distance 0.204 · cross-district

#8 · Wardhacell 4980000447

distance 0.205 · cross-district

#9 · Chandrapurcell 4730008206

distance 0.208 · cross-district

#10 · Nagpurcell 4840000821

distance 0.209 · cross-district

#11 · Chandrapurcell 4730004029

distance 0.21 · cross-district

#12 · Wardhacell 4980000214

distance 0.211 · cross-district

#13 · Nagpurcell 4840000487

distance 0.211 · cross-district

#14 · Chandrapurcell 4730004311

distance 0.215 · cross-district

#15 · Nagpurcell 4840006376

distance 0.216 · cross-district

#16 · Gondiacell 4760004177

distance 0.218 · cross-district

#17 · Bhandaracell 4710001185

distance 0.218

#18 · Bhandaracell 4710001371

distance 0.218

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":4710000255}}}'

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.