Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001075

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

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001675

distance 0.07

#2 · Jalnacell 4790001519

distance 0.109

#3 · Buldhanacell 4720005333

distance 0.117 · cross-district

#4 · Buldhanacell 4720005042

distance 0.12 · cross-district

#5 · Buldhanacell 4720005411

distance 0.122 · cross-district

#6 · Jalnacell 4790001288

distance 0.122

#7 · Jalnacell 4790003099

distance 0.123

#8 · Jalnacell 4790006654

distance 0.125

#9 · Jalnacell 4790002006

distance 0.128

#10 · Jalnacell 4790001597

distance 0.133

#11 · Buldhanacell 4720005045

distance 0.138 · cross-district

#12 · Buldhanacell 4720005266

distance 0.139 · cross-district

#13 · Buldhanacell 4720005111

distance 0.139 · cross-district

#14 · Parbhanicell 4890005439

distance 0.14 · cross-district

#15 · Buldhanacell 4720005407

distance 0.141 · cross-district

#16 · Buldhanacell 4720006132

distance 0.141 · cross-district

#17 · Jalnacell 4790002653

distance 0.143

#18 · Jalnacell 4790001598

distance 0.144

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":4790001075}}}'

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.