Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003959

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003008

distance 0.207

#2 · Punecell 4900010363

distance 0.408

#3 · Punecell 4900003556

distance 0.423

#4 · Punecell 4900004648

distance 0.428

#5 · Sataracell 4940008283

distance 0.433 · cross-district

#6 · Punecell 4900009979

distance 0.445

#7 · Punecell 4900010794

distance 0.448

#8 · Punecell 4900003818

distance 0.45

#9 · Punecell 4900002267

distance 0.462

#10 · Ahmednagarcell 4660009663

distance 0.463 · cross-district

#11 · Punecell 4900001660

distance 0.463

#12 · Punecell 4900006615

distance 0.463

#13 · Punecell 4900003960

distance 0.468

#14 · Punecell 4900003673

distance 0.468

#15 · Punecell 4900001518

distance 0.469

#16 · Punecell 4900005352

distance 0.474

#17 · Ahmednagarcell 4660010507

distance 0.474 · cross-district

#18 · Sataracell 4940007433

distance 0.476 · 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":4900003959}}}'

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.