Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004606

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004605

distance 0.176

#2 · Amravaticell 4680006657

distance 0.194 · cross-district

#3 · Amravaticell 4680006936

distance 0.222 · cross-district

#4 · Amravaticell 4680010044

distance 0.246 · cross-district

#5 · Akolacell 4670004673

distance 0.264

#6 · Amravaticell 4680007166

distance 0.266 · cross-district

#7 · Amravaticell 4680001617

distance 0.267 · cross-district

#8 · Sataracell 4940000101

distance 0.271 · cross-district

#9 · Gondiacell 4760001589

distance 0.271 · cross-district

#10 · Amravaticell 4680006935

distance 0.271 · cross-district

#11 · Nagpurcell 4840007581

distance 0.273 · cross-district

#12 · Nagpurcell 4840007333

distance 0.273 · cross-district

#13 · Gondiacell 4760001891

distance 0.275 · cross-district

#14 · Nagpurcell 4840007409

distance 0.275 · cross-district

#15 · Amravaticell 4680009959

distance 0.277 · cross-district

#16 · Akolacell 4670000305

distance 0.277

#17 · Amravaticell 4680005731

distance 0.279 · cross-district

#18 · Washimcell 4990003505

distance 0.279 · 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":4670004606}}}'

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.