Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001014

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001280

distance 0.279

#2 · Kolhapurcell 4800005044

distance 0.281 · cross-district

#3 · Ahmednagarcell 4660011986

distance 0.285 · cross-district

#4 · Punecell 4900000468

distance 0.288

#5 · Sataracell 4940008682

distance 0.291 · cross-district

#6 · Punecell 4900000811

distance 0.291

#7 · Ahmednagarcell 4660011839

distance 0.291 · cross-district

#8 · Sataracell 4940004846

distance 0.297 · cross-district

#9 · Punecell 4900001580

distance 0.298

#10 · Nashikcell 4870003966

distance 0.303 · cross-district

#11 · Punecell 4900012491

distance 0.303

#12 · Punecell 4900005903

distance 0.304

#13 · Punecell 4900001861

distance 0.306

#14 · Sataracell 4940008575

distance 0.311 · cross-district

#15 · Sataracell 4940007855

distance 0.313 · cross-district

#16 · Ahmednagarcell 4660007137

distance 0.315 · cross-district

#17 · Punecell 4900001007

distance 0.316

#18 · Nashikcell 4870002209

distance 0.317 · 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":4900001014}}}'

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.