Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000009

The MH-36 locality cells most similar to this Jalna 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004947

distance 0.161 · cross-district

#2 · Washimcell 4990001600

distance 0.167 · cross-district

#3 · Jalnacell 4790002970

distance 0.176

#4 · Amravaticell 4680004469

distance 0.176 · cross-district

#5 · Amravaticell 4680007379

distance 0.184 · cross-district

#6 · Jalnacell 4790004153

distance 0.186

#7 · Kolhapurcell 4800004243

distance 0.187 · cross-district

#8 · Nandedcell 4850004465

distance 0.188 · cross-district

#9 · Beedcell 4700005437

distance 0.188 · cross-district

#10 · Beedcell 4700000575

distance 0.189 · cross-district

#11 · Amravaticell 4680002499

distance 0.19 · cross-district

#12 · Jalnacell 4790002537

distance 0.19

#13 · Jalnacell 4790002543

distance 0.191

#14 · Amravaticell 4680007220

distance 0.191 · cross-district

#15 · Jalgaoncell 4780002540

distance 0.192 · cross-district

#16 · Kolhapurcell 4800005829

distance 0.192 · cross-district

#17 · Beedcell 4700001183

distance 0.193 · cross-district

#18 · Beedcell 4700007514

distance 0.193 · 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":479,"cluster_id":4790000009}}}'

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.