Bhārata Strata · Maharashtra · Jalgaon · morphological twins

Places like cell 4780007321

The MH-36 locality cells most similar to this Jalgaon 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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780007685

distance 0.19

#2 · Jalgaoncell 4780007687

distance 0.21

#3 · Jalgaoncell 4780008715

distance 0.226

#4 · Jalgaoncell 4780008939

distance 0.232

#5 · Jalgaoncell 4780008161

distance 0.243

#6 · Ahmednagarcell 4660011235

distance 0.246 · cross-district

#7 · Ahmednagarcell 4660009096

distance 0.247 · cross-district

#8 · Jalgaoncell 4780007564

distance 0.25

#9 · Jalgaoncell 4780008042

distance 0.251

#10 · Jalgaoncell 4780007444

distance 0.253

#11 · Jalgaoncell 4780008926

distance 0.256

#12 · Jalgaoncell 4780008823

distance 0.256

#13 · Jalgaoncell 4780009031

distance 0.258

#14 · Jalgaoncell 4780008716

distance 0.258

#15 · Nandedcell 4850003522

distance 0.262 · cross-district

#16 · Dhulecell 4740001043

distance 0.264 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001863

distance 0.265 · cross-district

#18 · Ahmednagarcell 4660012062

distance 0.267 · 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":478,"cluster_id":4780007321}}}'

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.