Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001653

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001796

distance 0.246

#2 · Punecell 4900001521

distance 0.255

#3 · Punecell 4900010209

distance 0.279

#4 · Punecell 4900004249

distance 0.286

#5 · Punecell 4900009792

distance 0.298

#6 · Punecell 4900001263

distance 0.298

#7 · Punecell 4900001523

distance 0.304

#8 · Punecell 4900002257

distance 0.305

#9 · Sataracell 4940008954

distance 0.306 · cross-district

#10 · Punecell 4900010296

distance 0.306

#11 · Punecell 4900001950

distance 0.308

#12 · Punecell 4900007135

distance 0.311

#13 · Sataracell 4940008989

distance 0.313 · cross-district

#14 · Punecell 4900001956

distance 0.313

#15 · Punecell 4900001944

distance 0.317

#16 · Sataracell 4940009000

distance 0.319 · cross-district

#17 · Sataracell 4940008807

distance 0.32 · cross-district

#18 · Punecell 4900007844

distance 0.321

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":4900001653}}}'

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.