Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012300

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013265

distance 0.241

#2 · Punecell 4900012792

distance 0.279

#3 · Punecell 4900012231

distance 0.314

#4 · Punecell 4900013087

distance 0.319

#5 · Punecell 4900012862

distance 0.325

#6 · Sataracell 4940007634

distance 0.355 · cross-district

#7 · Punecell 4900012308

distance 0.358

#8 · Thanecell 4970001694

distance 0.363 · cross-district

#9 · Punecell 4900000859

distance 0.367

#10 · Punecell 4900013257

distance 0.372

#11 · Punecell 4900012306

distance 0.372

#12 · Sataracell 4940005440

distance 0.375 · cross-district

#13 · Sataracell 4940005676

distance 0.379 · cross-district

#14 · Punecell 4900013290

distance 0.379

#15 · Punecell 4900012304

distance 0.382

#16 · Punecell 4900013113

distance 0.394

#17 · Punecell 4900012241

distance 0.396

#18 · Punecell 4900000864

distance 0.399

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":4900012300}}}'

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.