Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790005721

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

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790005724

distance 0.07

#2 · Jalnacell 4790006056

distance 0.081

#3 · Jalnacell 4790005393

distance 0.082

#4 · Jalnacell 4790005859

distance 0.091

#5 · Jalnacell 4790005392

distance 0.097

#6 · Jalnacell 4790005344

distance 0.1

#7 · Jalnacell 4790005717

distance 0.101

#8 · Jalnacell 4790006286

distance 0.103

#9 · Jalnacell 4790005395

distance 0.103

#10 · Jalnacell 4790005389

distance 0.107

#11 · Jalnacell 4790005908

distance 0.109

#12 · Jalnacell 4790005540

distance 0.111

#13 · Jalnacell 4790006224

distance 0.112

#14 · Jalnacell 4790005897

distance 0.115

#15 · Jalnacell 4790005534

distance 0.115

#16 · Jalnacell 4790005765

distance 0.116

#17 · Jalnacell 4790005862

distance 0.119

#18 · Jalnacell 4790005905

distance 0.119

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":4790005721}}}'

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.