Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006063

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910002914

distance 0.209 · cross-district

#2 · Punecell 4900004741

distance 0.211

#3 · Punecell 4900004482

distance 0.228

#4 · Raigadcell 4910002516

distance 0.262 · cross-district

#5 · Punecell 4900005303

distance 0.267

#6 · Punecell 4900007531

distance 0.285

#7 · Raigadcell 4910002962

distance 0.293 · cross-district

#8 · Punecell 4900007424

distance 0.294

#9 · Punecell 4900005688

distance 0.299

#10 · Punecell 4900007538

distance 0.3

#11 · Punecell 4900006791

distance 0.301

#12 · Raigadcell 4910002566

distance 0.302 · cross-district

#13 · Punecell 4900007667

distance 0.302

#14 · Punecell 4900003236

distance 0.304

#15 · Raigadcell 4910003061

distance 0.305 · cross-district

#16 · Punecell 4900007412

distance 0.308

#17 · Punecell 4900007668

distance 0.31

#18 · Punecell 4900005561

distance 0.313

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":4900006063}}}'

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.