Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009021

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001546

distance 0.116 · cross-district

#2 · Jalnacell 4790003441

distance 0.136 · cross-district

#3 · Jalnacell 4790002576

distance 0.145 · cross-district

#4 · Solapurcell 4960007724

distance 0.146 · cross-district

#5 · Solapurcell 4960002450

distance 0.147 · cross-district

#6 · Solapurcell 4960007200

distance 0.148 · cross-district

#7 · Beedcell 4700008097

distance 0.151

#8 · Solapurcell 4960006426

distance 0.154 · cross-district

#9 · Jalnacell 4790000865

distance 0.155 · cross-district

#10 · Solapurcell 4960005030

distance 0.158 · cross-district

#11 · Solapurcell 4960005313

distance 0.159 · cross-district

#12 · Solapurcell 4960006005

distance 0.159 · cross-district

#13 · Solapurcell 4960007199

distance 0.16 · cross-district

#14 · Jalnacell 4790000411

distance 0.162 · cross-district

#15 · Jalnacell 4790001603

distance 0.162 · cross-district

#16 · Beedcell 4700008668

distance 0.164

#17 · Jalnacell 4790000001

distance 0.165 · cross-district

#18 · Nandedcell 4850002113

distance 0.167 · 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":4700009021}}}'

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.