Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001985

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001507

distance 0.105

#2 · Chhatrapati Sambhajinagarcell 4690001914

distance 0.121 · cross-district

#3 · Jalnacell 4790001065

distance 0.126

#4 · Jalnacell 4790000916

distance 0.135

#5 · Jalnacell 4790000994

distance 0.137

#6 · Chhatrapati Sambhajinagarcell 4690001646

distance 0.14 · cross-district

#7 · Jalnacell 4790001921

distance 0.141

#8 · Jalnacell 4790001222

distance 0.147

#9 · Jalnacell 4790002760

distance 0.157

#10 · Jalnacell 4790002748

distance 0.16

#11 · Jalnacell 4790000859

distance 0.16

#12 · Jalnacell 4790000985

distance 0.161

#13 · Jalnacell 4790001912

distance 0.166

#14 · Jalnacell 4790000386

distance 0.169

#15 · Jalnacell 4790002659

distance 0.174

#16 · Parbhanicell 4890004786

distance 0.175 · cross-district

#17 · Parbhanicell 4890004554

distance 0.176 · cross-district

#18 · Jalnacell 4790002319

distance 0.176

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":4790001985}}}'

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.