Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004231

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001266

distance 0.053 · cross-district

#2 · Buldhanacell 4720000643

distance 0.07 · cross-district

#3 · Buldhanacell 4720000560

distance 0.074 · cross-district

#4 · Buldhanacell 4720000446

distance 0.076 · cross-district

#5 · Buldhanacell 4720001216

distance 0.077 · cross-district

#6 · Buldhanacell 4720000334

distance 0.078 · cross-district

#7 · Buldhanacell 4720000589

distance 0.079 · cross-district

#8 · Buldhanacell 4720000726

distance 0.081 · cross-district

#9 · Buldhanacell 4720000312

distance 0.085 · cross-district

#10 · Buldhanacell 4720000572

distance 0.086 · cross-district

#11 · Buldhanacell 4720001217

distance 0.088 · cross-district

#12 · Buldhanacell 4720001836

distance 0.089 · cross-district

#13 · Jalnacell 4790003568

distance 0.09

#14 · Buldhanacell 4720000310

distance 0.091 · cross-district

#15 · Buldhanacell 4720000393

distance 0.091 · cross-district

#16 · Buldhanacell 4720001218

distance 0.091 · cross-district

#17 · Buldhanacell 4720000977

distance 0.093 · cross-district

#18 · Buldhanacell 4720000215

distance 0.093 · 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":4790004231}}}'

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.