Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003672

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

0.93

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 · Punecell 4900002849

distance 0.239

#2 · Punecell 4900001946

distance 0.27

#3 · Punecell 4900003537

distance 0.281

#4 · Punecell 4900003272

distance 0.284

#5 · Punecell 4900002256

distance 0.301

#6 · Punecell 4900009868

distance 0.312

#7 · Punecell 4900005076

distance 0.325

#8 · Punecell 4900003405

distance 0.336

#9 · Punecell 4900004937

distance 0.339

#10 · Sataracell 4940007760

distance 0.359 · cross-district

#11 · Sataracell 4940008071

distance 0.364 · cross-district

#12 · Punecell 4900008151

distance 0.365

#13 · Punecell 4900008043

distance 0.366

#14 · Sataracell 4940007122

distance 0.373 · cross-district

#15 · Punecell 4900010348

distance 0.374

#16 · Punecell 4900011532

distance 0.382

#17 · Punecell 4900010635

distance 0.384

#18 · Punecell 4900006148

distance 0.391

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":4900003672}}}'

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.