Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001427

The MH-36 locality cells most similar to this Parbhani 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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001363

distance 0.143

#2 · Parbhanicell 4890001425

distance 0.21

#3 · Parbhanicell 4890001300

distance 0.212

#4 · Parbhanicell 4890001288

distance 0.217

#5 · Parbhanicell 4890001299

distance 0.231

#6 · Parbhanicell 4890001169

distance 0.236

#7 · Parbhanicell 4890001286

distance 0.236

#8 · Parbhanicell 4890001353

distance 0.289

#9 · Laturcell 4810004815

distance 0.294 · cross-district

#10 · Dhulecell 4740001063

distance 0.3 · cross-district

#11 · Laturcell 4810004319

distance 0.3 · cross-district

#12 · Laturcell 4810004618

distance 0.307 · cross-district

#13 · Jalgaoncell 4780002420

distance 0.308 · cross-district

#14 · Dhulecell 4740000209

distance 0.308 · cross-district

#15 · Laturcell 4810004314

distance 0.31 · cross-district

#16 · Gadchirolicell 4750011832

distance 0.31 · cross-district

#17 · Gondiacell 4760000274

distance 0.311 · cross-district

#18 · Gadchirolicell 4750011936

distance 0.312 · 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":489,"cluster_id":4890001427}}}'

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.