Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002949

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003110

distance 0.102

#2 · Jalnacell 4790002716

distance 0.132

#3 · Jalnacell 4790003115

distance 0.133

#4 · Buldhanacell 4720003031

distance 0.139 · cross-district

#5 · Jalnacell 4790002708

distance 0.148

#6 · Beedcell 4700007708

distance 0.159 · cross-district

#7 · Buldhanacell 4720003118

distance 0.165 · cross-district

#8 · Jalnacell 4790002112

distance 0.167

#9 · Buldhanacell 4720000500

distance 0.172 · cross-district

#10 · Buldhanacell 4720000619

distance 0.174 · cross-district

#11 · Buldhanacell 4720001022

distance 0.176 · cross-district

#12 · Beedcell 4700008172

distance 0.176 · cross-district

#13 · Buldhanacell 4720001346

distance 0.179 · cross-district

#14 · Beedcell 4700007704

distance 0.179 · cross-district

#15 · Buldhanacell 4720000167

distance 0.179 · cross-district

#16 · Buldhanacell 4720001296

distance 0.179 · cross-district

#17 · Buldhanacell 4720003112

distance 0.18 · cross-district

#18 · Buldhanacell 4720000692

distance 0.18 · 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":4790002949}}}'

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.