Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004439

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000348

distance 0.153

#2 · Amravaticell 4680004887

distance 0.172 · cross-district

#3 · Amravaticell 4680004876

distance 0.18 · cross-district

#4 · Akolacell 4670004357

distance 0.183

#5 · Akolacell 4670004340

distance 0.188

#6 · Amravaticell 4680006028

distance 0.188 · cross-district

#7 · Akolacell 4670004436

distance 0.188

#8 · Nagpurcell 4840007408

distance 0.194 · cross-district

#9 · Amravaticell 4680005881

distance 0.194 · cross-district

#10 · Buldhanacell 4720005006

distance 0.2 · cross-district

#11 · Amravaticell 4680005618

distance 0.2 · cross-district

#12 · Amravaticell 4680006578

distance 0.203 · cross-district

#13 · Akolacell 4670000430

distance 0.204

#14 · Amravaticell 4680006588

distance 0.205 · cross-district

#15 · Ahmednagarcell 4660000511

distance 0.209 · cross-district

#16 · Buldhanacell 4720006794

distance 0.212 · cross-district

#17 · Akolacell 4670004387

distance 0.216

#18 · Amravaticell 4680004786

distance 0.218 · 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":4670004439}}}'

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.