Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007724

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002058

distance 0.085 · cross-district

#2 · Beedcell 4700008191

distance 0.12

#3 · Jalnacell 4790000045

distance 0.131 · cross-district

#4 · Jalnacell 4790000128

distance 0.132 · cross-district

#5 · Jalnacell 4790000160

distance 0.133 · cross-district

#6 · Jalnacell 4790001954

distance 0.133 · cross-district

#7 · Jalnacell 4790001267

distance 0.134 · cross-district

#8 · Jalnacell 4790001119

distance 0.137 · cross-district

#9 · Beedcell 4700007831

distance 0.139

#10 · Jalnacell 4790000094

distance 0.14 · cross-district

#11 · Jalnacell 4790000413

distance 0.141 · cross-district

#12 · Jalnacell 4790001551

distance 0.141 · cross-district

#13 · Jalnacell 4790001340

distance 0.141 · cross-district

#14 · Jalnacell 4790000066

distance 0.141 · cross-district

#15 · Beedcell 4700008190

distance 0.142

#16 · Parbhanicell 4890002795

distance 0.142 · cross-district

#17 · Beedcell 4700008606

distance 0.142

#18 · Jalnacell 4790000250

distance 0.142 · 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":4700007724}}}'

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.