Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001005

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002128

distance 0.218

#2 · Sataracell 4940008539

distance 0.241 · cross-district

#3 · Kolhapurcell 4800005402

distance 0.242 · cross-district

#4 · Sataracell 4940008685

distance 0.245 · cross-district

#5 · Sataracell 4940007896

distance 0.249 · cross-district

#6 · Punecell 4900000729

distance 0.25

#7 · Sataracell 4940008839

distance 0.25 · cross-district

#8 · Punecell 4900001004

distance 0.252

#9 · Punecell 4900000552

distance 0.255

#10 · Sataracell 4940008187

distance 0.257 · cross-district

#11 · Sataracell 4940008910

distance 0.261 · cross-district

#12 · Punecell 4900001081

distance 0.262

#13 · Kolhapurcell 4800004121

distance 0.265 · cross-district

#14 · Kolhapurcell 4800004045

distance 0.266 · cross-district

#15 · Punecell 4900007126

distance 0.267

#16 · Punecell 4900001269

distance 0.269

#17 · Punecell 4900000551

distance 0.271

#18 · Punecell 4900001135

distance 0.273

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":4900001005}}}'

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.