Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008381

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 1 distinct districts

Index confidence

0.93

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 4900010346

distance 0.246

#2 · Punecell 4900009565

distance 0.252

#3 · Punecell 4900009968

distance 0.263

#4 · Punecell 4900010348

distance 0.275

#5 · Punecell 4900010069

distance 0.286

#6 · Punecell 4900010347

distance 0.315

#7 · Punecell 4900005600

distance 0.324

#8 · Punecell 4900011260

distance 0.331

#9 · Punecell 4900009150

distance 0.333

#10 · Punecell 4900008835

distance 0.339

#11 · Punecell 4900011262

distance 0.352

#12 · Punecell 4900008045

distance 0.358

#13 · Punecell 4900005076

distance 0.365

#14 · Punecell 4900008276

distance 0.368

#15 · Punecell 4900009051

distance 0.373

#16 · Punecell 4900008955

distance 0.375

#17 · Punecell 4900009049

distance 0.377

#18 · Punecell 4900010258

distance 0.387

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":4900008381}}}'

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.