Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000873

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

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000643

distance 0.257

#2 · Sataracell 4940007433

distance 0.289 · cross-district

#3 · Punecell 4900000640

distance 0.296

#4 · Punecell 4900013058

distance 0.312

#5 · Punecell 4900000997

distance 0.313

#6 · Sataracell 4940008349

distance 0.332 · cross-district

#7 · Punecell 4900003556

distance 0.359

#8 · Punecell 4900001660

distance 0.362

#9 · Punecell 4900003960

distance 0.363

#10 · Punecell 4900000540

distance 0.372

#11 · Punecell 4900000642

distance 0.374

#12 · Chhatrapati Sambhajinagarcell 4690001280

distance 0.375 · cross-district

#13 · Punecell 4900002123

distance 0.378

#14 · Punecell 4900001969

distance 0.379

#15 · Punecell 4900005494

distance 0.399

#16 · Sataracell 4940006899

distance 0.399 · cross-district

#17 · Punecell 4900003673

distance 0.401

#18 · Ahmednagarcell 4660010667

distance 0.403 · 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":4900000873}}}'

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.