Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005387

The MH-36 locality cells most similar to this Pune 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007384

distance 0.172

#2 · Punecell 4900005527

distance 0.185

#3 · Punecell 4900007630

distance 0.205

#4 · Punecell 4900005785

distance 0.206

#5 · Punecell 4900006892

distance 0.208

#6 · Punecell 4900005800

distance 0.209

#7 · Punecell 4900005653

distance 0.218

#8 · Sataracell 4940007906

distance 0.23 · cross-district

#9 · Punecell 4900004991

distance 0.233

#10 · Punecell 4900001856

distance 0.234

#11 · Punecell 4900004837

distance 0.234

#12 · Punecell 4900001623

distance 0.234

#13 · Punecell 4900002792

distance 0.238

#14 · Punecell 4900000557

distance 0.238

#15 · Punecell 4900006050

distance 0.239

#16 · Sataracell 4940007900

distance 0.241 · cross-district

#17 · Beedcell 4700005291

distance 0.246 · cross-district

#18 · Sataracell 4940008324

distance 0.248 · 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":490,"cluster_id":4900005387}}}'

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.