Bhārata Strata · Maharashtra · Jalgaon · morphological twins

Places like cell 4780005259

The MH-36 locality cells most similar to this Jalgaon 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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003975

distance 0.123 · cross-district

#2 · Buldhanacell 4720003972

distance 0.134 · cross-district

#3 · Jalgaoncell 4780004886

distance 0.134

#4 · Buldhanacell 4720006724

distance 0.141 · cross-district

#5 · Jalgaoncell 4780005270

distance 0.144

#6 · Jalgaoncell 4780005257

distance 0.145

#7 · Buldhanacell 4720004276

distance 0.148 · cross-district

#8 · Jalgaoncell 4780004295

distance 0.15

#9 · Buldhanacell 4720005639

distance 0.15 · cross-district

#10 · Jalgaoncell 4780005523

distance 0.151

#11 · Jalgaoncell 4780005821

distance 0.152

#12 · Buldhanacell 4720005598

distance 0.153 · cross-district

#13 · Jalgaoncell 4780004520

distance 0.154

#14 · Jalgaoncell 4780005388

distance 0.155

#15 · Buldhanacell 4720005412

distance 0.157 · cross-district

#16 · Buldhanacell 4720004440

distance 0.158 · cross-district

#17 · Jalgaoncell 4780005128

distance 0.158

#18 · Buldhanacell 4720006728

distance 0.159 · 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":478,"cluster_id":4780005259}}}'

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.