Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012018

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012086

distance 0.157

#2 · Punecell 4900011359

distance 0.246

#3 · Punecell 4900010302

distance 0.26

#4 · Punecell 4900009720

distance 0.285

#5 · Punecell 4900010818

distance 0.295

#6 · Punecell 4900010213

distance 0.326

#7 · Punecell 4900011950

distance 0.33

#8 · Punecell 4900011218

distance 0.344

#9 · Punecell 4900011949

distance 0.346

#10 · Punecell 4900011289

distance 0.349

#11 · Raigadcell 4910005468

distance 0.361 · cross-district

#12 · Raigadcell 4910004803

distance 0.37 · cross-district

#13 · Punecell 4900010121

distance 0.372

#14 · Raigadcell 4910003945

distance 0.376 · cross-district

#15 · Raigadcell 4910005314

distance 0.381 · cross-district

#16 · Punecell 4900011144

distance 0.387

#17 · Raigadcell 4910005714

distance 0.387 · cross-district

#18 · Punecell 4900011145

distance 0.392

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":4900012018}}}'

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.