Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010771

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011317

distance 0.16

#2 · Punecell 4900011019

distance 0.172

#3 · Punecell 4900011178

distance 0.255

#4 · Punecell 4900010769

distance 0.269

#5 · Punecell 4900012050

distance 0.273

#6 · Punecell 4900011161

distance 0.277

#7 · Punecell 4900011365

distance 0.286

#8 · Punecell 4900008115

distance 0.293

#9 · Punecell 4900011777

distance 0.294

#10 · Punecell 4900011384

distance 0.308

#11 · Punecell 4900011098

distance 0.341

#12 · Punecell 4900008450

distance 0.349

#13 · Punecell 4900011695

distance 0.35

#14 · Punecell 4900011639

distance 0.352

#15 · Punecell 4900010997

distance 0.356

#16 · Punecell 4900010322

distance 0.358

#17 · Punecell 4900011649

distance 0.366

#18 · Punecell 4900011003

distance 0.369

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":4900010771}}}'

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.