Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000736

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000737

distance 0.058

#2 · Jalnacell 4790000818

distance 0.062

#3 · Jalnacell 4790001095

distance 0.065

#4 · Jalnacell 4790001096

distance 0.066

#5 · Jalnacell 4790001932

distance 0.067

#6 · Jalnacell 4790000878

distance 0.08

#7 · Jalnacell 4790000347

distance 0.087

#8 · Jalnacell 4790000476

distance 0.088

#9 · Jalnacell 4790001942

distance 0.093

#10 · Jalnacell 4790000735

distance 0.096

#11 · Jalnacell 4790000271

distance 0.097

#12 · Jalnacell 4790000937

distance 0.097

#13 · Jalnacell 4790000286

distance 0.098

#14 · Jalnacell 4790002021

distance 0.098

#15 · Jalnacell 4790000346

distance 0.099

#16 · Jalnacell 4790001930

distance 0.102

#17 · Jalnacell 4790000958

distance 0.102

#18 · Jalnacell 4790000598

distance 0.103

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":4790000736}}}'

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.