Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004439

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004755

distance 0.155

#2 · Jalnacell 4790004485

distance 0.16

#3 · Jalnacell 4790004689

distance 0.168

#4 · Jalnacell 4790004451

distance 0.188

#5 · Jalnacell 4790004579

distance 0.191

#6 · Jalnacell 4790004727

distance 0.196

#7 · Jalnacell 4790004535

distance 0.199

#8 · Jalnacell 4790004920

distance 0.201

#9 · Jalnacell 4790004869

distance 0.203

#10 · Jalnacell 4790004192

distance 0.208

#11 · Jalnacell 4790004350

distance 0.21

#12 · Jalnacell 4790004643

distance 0.215

#13 · Jalnacell 4790004457

distance 0.218

#14 · Buldhanacell 4720001069

distance 0.22 · cross-district

#15 · Jalnacell 4790003617

distance 0.222

#16 · Jalnacell 4790003532

distance 0.224

#17 · Buldhanacell 4720000055

distance 0.229 · cross-district

#18 · Jalnacell 4790003561

distance 0.234

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":4790004439}}}'

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.