Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001014

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002031

distance 0.107

#2 · Jalnacell 4790002934

distance 0.122

#3 · Jalnacell 4790003353

distance 0.134

#4 · Jalnacell 4790001451

distance 0.153

#5 · Beedcell 4700007052

distance 0.153 · cross-district

#6 · Jalnacell 4790003093

distance 0.155

#7 · Parbhanicell 4890004119

distance 0.157 · cross-district

#8 · Parbhanicell 4890004891

distance 0.157 · cross-district

#9 · Parbhanicell 4890005104

distance 0.159 · cross-district

#10 · Jalnacell 4790001695

distance 0.159

#11 · Jalnacell 4790002121

distance 0.16

#12 · Jalnacell 4790000739

distance 0.161

#13 · Jalnacell 4790000738

distance 0.161

#14 · Jalnacell 4790002012

distance 0.161

#15 · Parbhanicell 4890004323

distance 0.162 · cross-district

#16 · Jalnacell 4790000459

distance 0.163

#17 · Jalnacell 4790001813

distance 0.165

#18 · Beedcell 4700007258

distance 0.165 · 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":4790001014}}}'

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.