Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004366

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.027

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004408

distance 0.027

#2 · Amravaticell 4680003048

distance 0.105 · cross-district

#3 · Amravaticell 4680003329

distance 0.108 · cross-district

#4 · Amravaticell 4680004127

distance 0.112 · cross-district

#5 · Amravaticell 4680003555

distance 0.113 · cross-district

#6 · Amravaticell 4680002658

distance 0.115 · cross-district

#7 · Amravaticell 4680002947

distance 0.115 · cross-district

#8 · Amravaticell 4680003543

distance 0.116 · cross-district

#9 · Amravaticell 4680003356

distance 0.117 · cross-district

#10 · Amravaticell 4680004051

distance 0.117 · cross-district

#11 · Amravaticell 4680004115

distance 0.12 · cross-district

#12 · Akolacell 4670004204

distance 0.12

#13 · Amravaticell 4680003542

distance 0.121 · cross-district

#14 · Amravaticell 4680003643

distance 0.121 · cross-district

#15 · Amravaticell 4680003046

distance 0.121 · cross-district

#16 · Amravaticell 4680003423

distance 0.122 · cross-district

#17 · Akolacell 4670004075

distance 0.122

#18 · Amravaticell 4680003625

distance 0.122 · 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":4670004366}}}'

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.