Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012197

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.336

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011467

distance 0.336

#2 · Punecell 4900012131

distance 0.366

#3 · Punecell 4900005733

distance 0.417

#4 · Punecell 4900008486

distance 0.418

#5 · Punecell 4900012703

distance 0.44

#6 · Punecell 4900005341

distance 0.446

#7 · Punecell 4900010260

distance 0.448

#8 · Punecell 4900009149

distance 0.449

#9 · Punecell 4900007223

distance 0.453

#10 · Punecell 4900007224

distance 0.459

#11 · Punecell 4900005861

distance 0.459

#12 · Ahmednagarcell 4660011484

distance 0.466 · cross-district

#13 · Punecell 4900012816

distance 0.469

#14 · Punecell 4900009398

distance 0.474

#15 · Punecell 4900008169

distance 0.475

#16 · Punecell 4900007830

distance 0.476

#17 · Punecell 4900008267

distance 0.482

#18 · Punecell 4900010347

distance 0.484

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":4900012197}}}'

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.