Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009499

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

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008175

distance 0.255

#2 · Ahmednagarcell 4660004080

distance 0.267 · cross-district

#3 · Ahmednagarcell 4660004462

distance 0.29 · cross-district

#4 · Punecell 4900008184

distance 0.291

#5 · Punecell 4900005886

distance 0.316

#6 · Punecell 4900012221

distance 0.319

#7 · Punecell 4900011490

distance 0.319

#8 · Punecell 4900010783

distance 0.322

#9 · Punecell 4900009694

distance 0.324

#10 · Punecell 4900008413

distance 0.33

#11 · Sataracell 4940008714

distance 0.331 · cross-district

#12 · Punecell 4900008843

distance 0.335

#13 · Punecell 4900008077

distance 0.339

#14 · Ahmednagarcell 4660003729

distance 0.34 · cross-district

#15 · Punecell 4900008640

distance 0.341

#16 · Punecell 4900007970

distance 0.344

#17 · Sataracell 4940008061

distance 0.345 · cross-district

#18 · Punecell 4900010716

distance 0.345

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":4900009499}}}'

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.