Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004428

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004126

distance 0.062

#2 · Parbhanicell 4890004164

distance 0.064

#3 · Jalnacell 4790001977

distance 0.066 · cross-district

#4 · Jalnacell 4790001893

distance 0.072 · cross-district

#5 · Parbhanicell 4890004370

distance 0.072

#6 · Parbhanicell 4890004231

distance 0.078

#7 · Parbhanicell 4890004655

distance 0.084

#8 · Parbhanicell 4890004522

distance 0.084

#9 · Parbhanicell 4890004524

distance 0.084

#10 · Parbhanicell 4890004321

distance 0.085

#11 · Parbhanicell 4890004429

distance 0.085

#12 · Parbhanicell 4890003867

distance 0.085

#13 · Jalnacell 4790001892

distance 0.086 · cross-district

#14 · Parbhanicell 4890004280

distance 0.086

#15 · Parbhanicell 4890004368

distance 0.087

#16 · Parbhanicell 4890004381

distance 0.089

#17 · Parbhanicell 4890004479

distance 0.09

#18 · Parbhanicell 4890003676

distance 0.091

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":4890004428}}}'

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.