Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009921

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910005364

distance 0.335 · cross-district

#2 · Punecell 4900010818

distance 0.341

#3 · Punecell 4900010120

distance 0.356

#4 · Raigadcell 4910004804

distance 0.373 · cross-district

#5 · Raigadcell 4910005006

distance 0.375 · cross-district

#6 · Thanecell 4970000327

distance 0.391 · cross-district

#7 · Raigadcell 4910004856

distance 0.392 · cross-district

#8 · Punecell 4900011949

distance 0.392

#9 · Punecell 4900009820

distance 0.394

#10 · Punecell 4900009619

distance 0.403

#11 · Raigadcell 4910004803

distance 0.405 · cross-district

#12 · Punecell 4900010021

distance 0.423

#13 · Punecell 4900010023

distance 0.426

#14 · Punecell 4900010213

distance 0.428

#15 · Punecell 4900010146

distance 0.435

#16 · Punecell 4900010302

distance 0.435

#17 · Thanecell 4970000272

distance 0.449 · cross-district

#18 · Punecell 4900010121

distance 0.451

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":4900009921}}}'

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.