Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004530

The MH-36 locality cells most similar to this Akola 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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004327

distance 0.148

#2 · Akolacell 4670004417

distance 0.153

#3 · Amravaticell 4680007023

distance 0.166 · cross-district

#4 · Amravaticell 4680004492

distance 0.168 · cross-district

#5 · Akolacell 4670004470

distance 0.171

#6 · Nagpurcell 4840007011

distance 0.173 · cross-district

#7 · Amravaticell 4680006876

distance 0.178 · cross-district

#8 · Amravaticell 4680007022

distance 0.18 · cross-district

#9 · Akolacell 4670004369

distance 0.184

#10 · Amravaticell 4680003978

distance 0.185 · cross-district

#11 · Akolacell 4670004294

distance 0.187

#12 · Amravaticell 4680007351

distance 0.188 · cross-district

#13 · Amravaticell 4680003923

distance 0.19 · cross-district

#14 · Amravaticell 4680007185

distance 0.192 · cross-district

#15 · Jalnacell 4790006604

distance 0.192 · cross-district

#16 · Akolacell 4670001609

distance 0.192

#17 · Amravaticell 4680005338

distance 0.196 · cross-district

#18 · Amravaticell 4680005619

distance 0.196 · 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":467,"cluster_id":4670004530}}}'

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.