Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001577

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001715

distance 0.196

#2 · Nashikcell 4870002513

distance 0.331 · cross-district

#3 · Punecell 4900001578

distance 0.339

#4 · Chandrapurcell 4730003248

distance 0.348 · cross-district

#5 · Jalgaoncell 4780005607

distance 0.362 · cross-district

#6 · Sataracell 4940004703

distance 0.37 · cross-district

#7 · Sanglicell 4930000256

distance 0.372 · cross-district

#8 · Nashikcell 4870010973

distance 0.383 · cross-district

#9 · Sanglicell 4930002672

distance 0.386 · cross-district

#10 · Akolacell 4670002342

distance 0.389 · cross-district

#11 · Sataracell 4940004464

distance 0.399 · cross-district

#12 · Chandrapurcell 4730003314

distance 0.399 · cross-district

#13 · Chandrapurcell 4730002511

distance 0.401 · cross-district

#14 · Amravaticell 4680002169

distance 0.402 · cross-district

#15 · Sataracell 4940004585

distance 0.403 · cross-district

#16 · Sanglicell 4930002673

distance 0.403 · cross-district

#17 · Amravaticell 4680002687

distance 0.407 · cross-district

#18 · Sataracell 4940004704

distance 0.412 · 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":4900001577}}}'

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.