Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012875

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.347

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012376

distance 0.347

#2 · Sataracell 4940005799

distance 0.369 · cross-district

#3 · Punecell 4900012587

distance 0.372

#4 · Sataracell 4940006769

distance 0.388 · cross-district

#5 · Sataracell 4940004088

distance 0.399 · cross-district

#6 · Punecell 4900012459

distance 0.402

#7 · Punecell 4900013261

distance 0.414

#8 · Nashikcell 4870010401

distance 0.451 · cross-district

#9 · Nandurbarcell 4860005032

distance 0.452 · cross-district

#10 · Punecell 4900013124

distance 0.457

#11 · Sataracell 4940008253

distance 0.466 · cross-district

#12 · Punecell 4900012970

distance 0.467

#13 · Sataracell 4940002032

distance 0.47 · cross-district

#14 · Nashikcell 4870008485

distance 0.475 · cross-district

#15 · Punecell 4900004361

distance 0.476

#16 · Nashikcell 4870002242

distance 0.486 · cross-district

#17 · Punecell 4900000458

distance 0.488

#18 · Sataracell 4940004091

distance 0.489 · cross-district

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":4900012875}}}'

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.