Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003145

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

0.371

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008969

distance 0.371 · cross-district

#2 · Sataracell 4940008849

distance 0.438 · cross-district

#3 · Sataracell 4940008053

distance 0.44 · cross-district

#4 · Punecell 4900009603

distance 0.441

#5 · Ahmednagarcell 4660004387

distance 0.443 · cross-district

#6 · Punecell 4900001652

distance 0.467

#7 · Punecell 4900004238

distance 0.473

#8 · Punecell 4900013317

distance 0.477

#9 · Punecell 4900007249

distance 0.484

#10 · Punecell 4900001525

distance 0.485

#11 · Punecell 4900006871

distance 0.491

#12 · Punecell 4900012144

distance 0.494

#13 · Punecell 4900001655

distance 0.496

#14 · Punecell 4900006505

distance 0.506

#15 · Punecell 4900008733

distance 0.506

#16 · Punecell 4900006610

distance 0.507

#17 · Sataracell 4940008954

distance 0.511 · cross-district

#18 · Punecell 4900001792

distance 0.511

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":4900003145}}}'

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.