Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008197

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

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008464

distance 0.043

#2 · Beedcell 4700008288

distance 0.047

#3 · Beedcell 4700008287

distance 0.048

#4 · Beedcell 4700008378

distance 0.059

#5 · Beedcell 4700008379

distance 0.066

#6 · Beedcell 4700008196

distance 0.081

#7 · Beedcell 4700008104

distance 0.086

#8 · Parbhanicell 4890003486

distance 0.086 · cross-district

#9 · Beedcell 4700007372

distance 0.094

#10 · Jalnacell 4790000065

distance 0.095 · cross-district

#11 · Parbhanicell 4890003550

distance 0.096 · cross-district

#12 · Beedcell 4700008283

distance 0.098

#13 · Beedcell 4700008098

distance 0.098

#14 · Beedcell 4700008468

distance 0.102

#15 · Parbhanicell 4890003485

distance 0.103 · cross-district

#16 · Parbhanicell 4890003477

distance 0.108 · cross-district

#17 · Beedcell 4700008539

distance 0.109

#18 · Jalnacell 4790000067

distance 0.109 · 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":4700008197}}}'

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.