Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004388

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004541

distance 0.164

#2 · Jalnacell 4790002685

distance 0.191

#3 · Jalnacell 4790004916

distance 0.199

#4 · Jalnacell 4790004344

distance 0.2

#5 · Jalnacell 4790004457

distance 0.201

#6 · Jalnacell 4790004643

distance 0.207

#7 · Jalnacell 4790004459

distance 0.207

#8 · Jalnacell 4790002682

distance 0.212

#9 · Jalnacell 4790004226

distance 0.213

#10 · Jalnacell 4790004919

distance 0.213

#11 · Jalnacell 4790004211

distance 0.214

#12 · Jalnacell 4790004509

distance 0.226

#13 · Jalnacell 4790003617

distance 0.229

#14 · Jalnacell 4790004284

distance 0.23

#15 · Jalnacell 4790002134

distance 0.23

#16 · Jalnacell 4790004326

distance 0.232

#17 · Jalnacell 4790002687

distance 0.234

#18 · Jalnacell 4790003795

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":4790004388}}}'

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.