Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004010

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004489

distance 0.186 · cross-district

#2 · Amravaticell 4680001753

distance 0.188 · cross-district

#3 · Jalnacell 4790001363

distance 0.189

#4 · Jalgaoncell 4780006546

distance 0.195 · cross-district

#5 · Jalnacell 4790001574

distance 0.196

#6 · Yavatmalcell 5000010917

distance 0.199 · cross-district

#7 · Buldhanacell 4720001475

distance 0.21 · cross-district

#8 · Jalnacell 4790002985

distance 0.214

#9 · Buldhanacell 4720003497

distance 0.217 · cross-district

#10 · Nagpurcell 4840001135

distance 0.22 · cross-district

#11 · Wardhacell 4980003648

distance 0.224 · cross-district

#12 · Amravaticell 4680000027

distance 0.226 · cross-district

#13 · Jalgaoncell 4780001522

distance 0.226 · cross-district

#14 · Yavatmalcell 5000007405

distance 0.23 · cross-district

#15 · Yavatmalcell 5000001774

distance 0.233 · cross-district

#16 · Washimcell 4990003931

distance 0.235 · cross-district

#17 · Buldhanacell 4720003441

distance 0.236 · cross-district

#18 · Beedcell 4700008717

distance 0.237 · 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":4790004010}}}'

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.