Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007970

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008640

distance 0.189

#2 · Punecell 4900008966

distance 0.232

#3 · Punecell 4900007854

distance 0.239

#4 · Punecell 4900011681

distance 0.239

#5 · Punecell 4900009694

distance 0.242

#6 · Punecell 4900008413

distance 0.266

#7 · Punecell 4900007969

distance 0.27

#8 · Punecell 4900008415

distance 0.276

#9 · Punecell 4900008184

distance 0.289

#10 · Punecell 4900010972

distance 0.29

#11 · Punecell 4900010553

distance 0.295

#12 · Ahmednagarcell 4660003905

distance 0.297 · cross-district

#13 · Punecell 4900009586

distance 0.301

#14 · Punecell 4900011421

distance 0.304

#15 · Punecell 4900009789

distance 0.313

#16 · Sataracell 4940007753

distance 0.316 · cross-district

#17 · Punecell 4900008505

distance 0.317

#18 · Punecell 4900011422

distance 0.318

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":4900007970}}}'

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.