Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002003

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001147

distance 0.146

#2 · Parbhanicell 4890005469

distance 0.156 · cross-district

#3 · Buldhanacell 4720005191

distance 0.156 · cross-district

#4 · Jalnacell 4790001746

distance 0.158

#5 · Parbhanicell 4890005338

distance 0.166 · cross-district

#6 · Parbhanicell 4890005392

distance 0.173 · cross-district

#7 · Jalnacell 4790000941

distance 0.181

#8 · Jalnacell 4790000435

distance 0.183

#9 · Jalgaoncell 4780002980

distance 0.188 · cross-district

#10 · Jalnacell 4790002589

distance 0.188

#11 · Jalnacell 4790002414

distance 0.19

#12 · Buldhanacell 4720004199

distance 0.192 · cross-district

#13 · Jalnacell 4790000776

distance 0.195

#14 · Buldhanacell 4720006768

distance 0.199 · cross-district

#15 · Parbhanicell 4890005028

distance 0.201 · cross-district

#16 · Jalgaoncell 4780001538

distance 0.201 · cross-district

#17 · Jalnacell 4790000706

distance 0.202

#18 · Jalnacell 4790002645

distance 0.203

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":4790002003}}}'

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.