Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001547

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001626

distance 0.08

#2 · Jalnacell 4790002022

distance 0.115

#3 · Jalnacell 4790004036

distance 0.123

#4 · Jalnacell 4790001086

distance 0.137

#5 · Jalnacell 4790001468

distance 0.141

#6 · Jalnacell 4790001947

distance 0.143

#7 · Parbhanicell 4890004663

distance 0.144 · cross-district

#8 · Parbhanicell 4890004166

distance 0.147 · cross-district

#9 · Jalnacell 4790003180

distance 0.15

#10 · Beedcell 4700007901

distance 0.154 · cross-district

#11 · Jalnacell 4790004035

distance 0.155

#12 · Beedcell 4700006003

distance 0.16 · cross-district

#13 · Beedcell 4700007790

distance 0.162 · cross-district

#14 · Jalnacell 4790000943

distance 0.162

#15 · Beedcell 4700007607

distance 0.164 · cross-district

#16 · Beedcell 4700007423

distance 0.164 · cross-district

#17 · Jalnacell 4790001933

distance 0.164

#18 · Jalnacell 4790002011

distance 0.164

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":4790001547}}}'

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.