Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004166

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002239

distance 0.219 · cross-district

#2 · Amravaticell 4680003631

distance 0.22 · cross-district

#3 · Amravaticell 4680005646

distance 0.223 · cross-district

#4 · Amravaticell 4680003064

distance 0.26 · cross-district

#5 · Amravaticell 4680004929

distance 0.266 · cross-district

#6 · Amravaticell 4680002533

distance 0.275 · cross-district

#7 · Akolacell 4670002574

distance 0.281

#8 · Akolacell 4670002993

distance 0.284

#9 · Nagpurcell 4840006008

distance 0.285 · cross-district

#10 · Amravaticell 4680004057

distance 0.294 · cross-district

#11 · Amravaticell 4680004355

distance 0.296 · cross-district

#12 · Beedcell 4700006982

distance 0.298 · cross-district

#13 · Amravaticell 4680005383

distance 0.3 · cross-district

#14 · Amravaticell 4680004032

distance 0.308 · cross-district

#15 · Amravaticell 4680001202

distance 0.309 · cross-district

#16 · Amravaticell 4680005640

distance 0.313 · cross-district

#17 · Washimcell 4990003648

distance 0.314 · cross-district

#18 · Amravaticell 4680004014

distance 0.316 · 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":4670004166}}}'

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.