Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008298

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008296

distance 0.256

#2 · Punecell 4900009805

distance 0.333

#3 · Punecell 4900008075

distance 0.349

#4 · Sataracell 4940008892

distance 0.356 · cross-district

#5 · Punecell 4900002112

distance 0.357

#6 · Punecell 4900001792

distance 0.359

#7 · Punecell 4900002098

distance 0.363

#8 · Punecell 4900009808

distance 0.377

#9 · Sataracell 4940008554

distance 0.392 · cross-district

#10 · Punecell 4900006872

distance 0.393

#11 · Sataracell 4940008813

distance 0.398 · cross-district

#12 · Punecell 4900011557

distance 0.399

#13 · Ahmednagarcell 4660004146

distance 0.403 · cross-district

#14 · Punecell 4900012010

distance 0.404

#15 · Punecell 4900007254

distance 0.412

#16 · Punecell 4900011129

distance 0.412

#17 · Punecell 4900011813

distance 0.413

#18 · Punecell 4900007943

distance 0.42

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":4900008298}}}'

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.