Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012586

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012513

distance 0.253

#2 · Ahmednagarcell 4660008639

distance 0.262 · cross-district

#3 · Punecell 4900012656

distance 0.279

#4 · Punecell 4900012655

distance 0.28

#5 · Punecell 4900012795

distance 0.284

#6 · Punecell 4900012971

distance 0.288

#7 · Punecell 4900012597

distance 0.302

#8 · Punecell 4900013162

distance 0.308

#9 · Punecell 4900013365

distance 0.316

#10 · Punecell 4900013194

distance 0.323

#11 · Punecell 4900013201

distance 0.325

#12 · Punecell 4900013090

distance 0.327

#13 · Punecell 4900012444

distance 0.328

#14 · Punecell 4900013223

distance 0.336

#15 · Punecell 4900013262

distance 0.337

#16 · Sataracell 4940006765

distance 0.341 · cross-district

#17 · Sataracell 4940006762

distance 0.343 · cross-district

#18 · Punecell 4900013081

distance 0.347

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":4900012586}}}'

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.