Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007247

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008410

distance 0.239 · cross-district

#2 · Punecell 4900005769

distance 0.245

#3 · Punecell 4900007246

distance 0.252

#4 · Punecell 4900007493

distance 0.253

#5 · Punecell 4900007122

distance 0.259

#6 · Punecell 4900007245

distance 0.261

#7 · Punecell 4900000885

distance 0.28

#8 · Nashikcell 4870004099

distance 0.284 · cross-district

#9 · Solapurcell 4960008573

distance 0.287 · cross-district

#10 · Punecell 4900012490

distance 0.288

#11 · Punecell 4900005767

distance 0.289

#12 · Punecell 4900007741

distance 0.291

#13 · Punecell 4900006870

distance 0.291

#14 · Sataracell 4940008713

distance 0.292 · cross-district

#15 · Punecell 4900005632

distance 0.297

#16 · Punecell 4900006509

distance 0.298

#17 · Punecell 4900007003

distance 0.298

#18 · Sataracell 4940008770

distance 0.299 · 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":4900007247}}}'

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.