Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001653

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004282

distance 0.121 · cross-district

#2 · Buldhanacell 4720005029

distance 0.145 · cross-district

#3 · Parbhanicell 4890004928

distance 0.146 · cross-district

#4 · Parbhanicell 4890004065

distance 0.151 · cross-district

#5 · Jalnacell 4790001083

distance 0.154

#6 · Parbhanicell 4890004127

distance 0.16 · cross-district

#7 · Jalnacell 4790002169

distance 0.162

#8 · Parbhanicell 4890004786

distance 0.166 · cross-district

#9 · Jalnacell 4790003581

distance 0.169

#10 · Jalnacell 4790002229

distance 0.172

#11 · Jalnacell 4790003417

distance 0.173

#12 · Solapurcell 4960002055

distance 0.177 · cross-district

#13 · Buldhanacell 4720005447

distance 0.179 · cross-district

#14 · Jalnacell 4790003158

distance 0.181

#15 · Buldhanacell 4720006768

distance 0.181 · cross-district

#16 · Amravaticell 4680000969

distance 0.182 · cross-district

#17 · Jalnacell 4790000941

distance 0.182

#18 · Jalnacell 4790001976

distance 0.182

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":4790001653}}}'

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.