Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006872

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007254

distance 0.178

#2 · Punecell 4900006754

distance 0.271

#3 · Punecell 4900011492

distance 0.276

#4 · Punecell 4900007723

distance 0.28

#5 · Sataracell 4940008937

distance 0.283 · cross-district

#6 · Punecell 4900006871

distance 0.287

#7 · Punecell 4900001013

distance 0.287

#8 · Sataracell 4940008640

distance 0.291 · cross-district

#9 · Sataracell 4940008813

distance 0.295 · cross-district

#10 · Punecell 4900005638

distance 0.303

#11 · Nashikcell 4870002247

distance 0.305 · cross-district

#12 · Punecell 4900002880

distance 0.313

#13 · Punecell 4900003029

distance 0.313

#14 · Kolhapurcell 4800005041

distance 0.314 · cross-district

#15 · Sataracell 4940008713

distance 0.315 · cross-district

#16 · Punecell 4900011813

distance 0.315

#17 · Ahmednagarcell 4660004343

distance 0.317 · cross-district

#18 · Punecell 4900006019

distance 0.317

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":4900006872}}}'

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.