Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002830

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.49

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004499

distance 0.49

#2 · Thanecell 4970001692

distance 0.543 · cross-district

#3 · Raigadcell 4910001921

distance 0.556 · cross-district

#4 · Punecell 4900000526

distance 0.558

#5 · Punecell 4900005809

distance 0.563

#6 · Raigadcell 4910002260

distance 0.573 · cross-district

#7 · Raigadcell 4910002016

distance 0.574 · cross-district

#8 · Raigadcell 4910001276

distance 0.574 · cross-district

#9 · Punecell 4900005938

distance 0.574

#10 · Punecell 4900005547

distance 0.575

#11 · Raigadcell 4910005391

distance 0.576 · cross-district

#12 · Sataracell 4940007932

distance 0.577 · cross-district

#13 · Ratnagiricell 4920005665

distance 0.578 · cross-district

#14 · Punecell 4900013112

distance 0.578

#15 · Raigadcell 4910002210

distance 0.585 · cross-district

#16 · Punecell 4900002829

distance 0.589

#17 · Punecell 4900000875

distance 0.59

#18 · Punecell 4900013316

distance 0.592

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":4900002830}}}'

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.