Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010403

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009829

distance 0.273

#2 · Punecell 4900010030

distance 0.342

#3 · Punecell 4900010042

distance 0.367

#4 · Punecell 4900010739

distance 0.383

#5 · Punecell 4900008211

distance 0.388

#6 · Punecell 4900012040

distance 0.395

#7 · Punecell 4900010567

distance 0.402

#8 · Punecell 4900011507

distance 0.424

#9 · Punecell 4900009549

distance 0.427

#10 · Punecell 4900010041

distance 0.429

#11 · Punecell 4900009728

distance 0.431

#12 · Punecell 4900010658

distance 0.441

#13 · Punecell 4900010033

distance 0.45

#14 · Thanecell 4970001098

distance 0.452 · cross-district

#15 · Punecell 4900011567

distance 0.463

#16 · Punecell 4900010148

distance 0.469

#17 · Punecell 4900010316

distance 0.473

#18 · Punecell 4900006679

distance 0.477

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":4900010403}}}'

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.