Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001469

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001011

distance 0.086

#2 · Jalnacell 4790002012

distance 0.105

#3 · Jalnacell 4790001773

distance 0.112

#4 · Jalnacell 4790000471

distance 0.113

#5 · Jalnacell 4790002007

distance 0.114

#6 · Jalnacell 4790003015

distance 0.116

#7 · Jalnacell 4790001460

distance 0.116

#8 · Parbhanicell 4890004385

distance 0.117 · cross-district

#9 · Jalnacell 4790002087

distance 0.122

#10 · Parbhanicell 4890004652

distance 0.122 · cross-district

#11 · Jalnacell 4790001311

distance 0.122

#12 · Parbhanicell 4890004840

distance 0.123 · cross-district

#13 · Parbhanicell 4890004894

distance 0.124 · cross-district

#14 · Parbhanicell 4890003739

distance 0.129 · cross-district

#15 · Parbhanicell 4890004704

distance 0.131 · cross-district

#16 · Jalnacell 4790003424

distance 0.133

#17 · Parbhanicell 4890004217

distance 0.133 · cross-district

#18 · Jalnacell 4790003179

distance 0.133

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":4790001469}}}'

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.