Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008659

The MH-36 locality cells most similar to this Beed 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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008081

distance 0.079

#2 · Jalnacell 4790001251

distance 0.085 · cross-district

#3 · Jalnacell 4790001327

distance 0.098 · cross-district

#4 · Beedcell 4700008092

distance 0.105

#5 · Beedcell 4700007521

distance 0.106

#6 · Jalnacell 4790001326

distance 0.11 · cross-district

#7 · Jalnacell 4790002881

distance 0.111 · cross-district

#8 · Jalnacell 4790000827

distance 0.115 · cross-district

#9 · Jalnacell 4790000225

distance 0.117 · cross-district

#10 · Beedcell 4700007793

distance 0.12

#11 · Beedcell 4700007895

distance 0.12

#12 · Jalnacell 4790001632

distance 0.122 · cross-district

#13 · Beedcell 4700007982

distance 0.122

#14 · Beedcell 4700007699

distance 0.126

#15 · Jalnacell 4790000193

distance 0.127 · cross-district

#16 · Beedcell 4700000917

distance 0.129

#17 · Beedcell 4700008928

distance 0.13

#18 · Jalnacell 4790003050

distance 0.13 · cross-district

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":470,"cluster_id":4700008659}}}'

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.