Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003974

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010728

distance 0.22

#2 · Punecell 4900009291

distance 0.242

#3 · Punecell 4900009709

distance 0.263

#4 · Punecell 4900008849

distance 0.267

#5 · Punecell 4900008627

distance 0.268

#6 · Punecell 4900009183

distance 0.284

#7 · Sataracell 4940009001

distance 0.285 · cross-district

#8 · Punecell 4900008277

distance 0.32

#9 · Punecell 4900008060

distance 0.321

#10 · Sataracell 4940009002

distance 0.322 · cross-district

#11 · Punecell 4900002255

distance 0.322

#12 · Punecell 4900007472

distance 0.328

#13 · Ahmednagarcell 4660004807

distance 0.335 · cross-district

#14 · Sataracell 4940008948

distance 0.339 · cross-district

#15 · Punecell 4900004519

distance 0.346

#16 · Punecell 4900006254

distance 0.347

#17 · Punecell 4900005903

distance 0.348

#18 · Punecell 4900010016

distance 0.35

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":4900003974}}}'

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.