Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006748

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007131

distance 0.163

#2 · Punecell 4900006747

distance 0.174

#3 · Punecell 4900007129

distance 0.187

#4 · Punecell 4900006742

distance 0.256

#5 · Punecell 4900007618

distance 0.262

#6 · Punecell 4900007119

distance 0.269

#7 · Punecell 4900007619

distance 0.269

#8 · Sataracell 4940007346

distance 0.272 · cross-district

#9 · Punecell 4900001533

distance 0.273

#10 · Punecell 4900001073

distance 0.273

#11 · Punecell 4900006617

distance 0.274

#12 · Punecell 4900006752

distance 0.279

#13 · Punecell 4900006877

distance 0.28

#14 · Sataracell 4940008961

distance 0.281 · cross-district

#15 · Punecell 4900007255

distance 0.282

#16 · Sataracell 4940008386

distance 0.284 · cross-district

#17 · Punecell 4900010723

distance 0.284

#18 · Sataracell 4940007966

distance 0.287 · 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":4900006748}}}'

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.