Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006862

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

0.391

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006744

distance 0.391

#2 · Punecell 4900005752

distance 0.431

#3 · Punecell 4900003713

distance 0.441

#4 · Punecell 4900006740

distance 0.447

#5 · Sataracell 4940008681

distance 0.45 · cross-district

#6 · Kolhapurcell 4800005649

distance 0.456 · cross-district

#7 · Punecell 4900011418

distance 0.457

#8 · Punecell 4900011060

distance 0.468

#9 · Punecell 4900006743

distance 0.47

#10 · Punecell 4900007261

distance 0.474

#11 · Punecell 4900008828

distance 0.474

#12 · Punecell 4900003566

distance 0.474

#13 · Sataracell 4940008748

distance 0.475 · cross-district

#14 · Punecell 4900006741

distance 0.476

#15 · Solapurcell 4960012039

distance 0.481 · cross-district

#16 · Punecell 4900002805

distance 0.484

#17 · Solapurcell 4960004113

distance 0.488 · cross-district

#18 · Ahmednagarcell 4660006455

distance 0.492 · 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":4900006862}}}'

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.