Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004591

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004765

distance 0.185

#2 · Buldhanacell 4720000949

distance 0.198 · cross-district

#3 · Jalnacell 4790003562

distance 0.205

#4 · Buldhanacell 4720003030

distance 0.24 · cross-district

#5 · Buldhanacell 4720002750

distance 0.241 · cross-district

#6 · Buldhanacell 4720002071

distance 0.243 · cross-district

#7 · Jalnacell 4790004544

distance 0.244

#8 · Jalnacell 4790004213

distance 0.246

#9 · Jalnacell 4790003646

distance 0.247

#10 · Buldhanacell 4720000206

distance 0.258 · cross-district

#11 · Buldhanacell 4720002970

distance 0.261 · cross-district

#12 · Jalgaoncell 4780005125

distance 0.267 · cross-district

#13 · Buldhanacell 4720001442

distance 0.268 · cross-district

#14 · Buldhanacell 4720001571

distance 0.268 · cross-district

#15 · Jalnacell 4790004766

distance 0.27

#16 · Beedcell 4700006345

distance 0.271 · cross-district

#17 · Buldhanacell 4720002070

distance 0.273 · cross-district

#18 · Beedcell 4700008263

distance 0.274 · 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":4790004591}}}'

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.