Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004101

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000629

distance 0.11 · cross-district

#2 · Hingolicell 4770000486

distance 0.114 · cross-district

#3 · Parbhanicell 4890003978

distance 0.134

#4 · Hingolicell 4770000524

distance 0.174 · cross-district

#5 · Hingolicell 4770001885

distance 0.179 · cross-district

#6 · Hingolicell 4770000646

distance 0.18 · cross-district

#7 · Hingolicell 4770000525

distance 0.183 · cross-district

#8 · Hingolicell 4770000488

distance 0.186 · cross-district

#9 · Hingolicell 4770002873

distance 0.189 · cross-district

#10 · Hingolicell 4770002970

distance 0.189 · cross-district

#11 · Parbhanicell 4890003787

distance 0.198

#12 · Parbhanicell 4890002277

distance 0.198

#13 · Parbhanicell 4890002130

distance 0.199

#14 · Parbhanicell 4890003774

distance 0.2

#15 · Hingolicell 4770000242

distance 0.202 · cross-district

#16 · Parbhanicell 4890003977

distance 0.203

#17 · Buldhanacell 4720006446

distance 0.204 · cross-district

#18 · Hingolicell 4770000416

distance 0.204 · 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":4890004101}}}'

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.