Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008683

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008459

distance 0.257

#2 · Punecell 4900008239

distance 0.274

#3 · Punecell 4900009560

distance 0.286

#4 · Punecell 4900008703

distance 0.301

#5 · Punecell 4900009134

distance 0.326

#6 · Punecell 4900009441

distance 0.333

#7 · Punecell 4900009244

distance 0.336

#8 · Punecell 4900009561

distance 0.344

#9 · Punecell 4900009352

distance 0.347

#10 · Punecell 4900009233

distance 0.352

#11 · Punecell 4900009322

distance 0.356

#12 · Punecell 4900010158

distance 0.356

#13 · Punecell 4900008673

distance 0.372

#14 · Punecell 4900011783

distance 0.375

#15 · Punecell 4900009237

distance 0.375

#16 · Punecell 4900009221

distance 0.386

#17 · Punecell 4900008787

distance 0.387

#18 · Punecell 4900009232

distance 0.394

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":4900008683}}}'

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.